A Império precisa automatizar seu processo de análise de crédito imobiliário para pessoas físicas de modo a melhorar a satisfação de seus clientes que hoje aguardam cerca de 7 dias úteis no recebimento da resposta de seu pedido de empréstimo, além de diminuir seus custos nesse processo, pois demanda muito tempo e muito trabalho dos colaboradores que poderiam estar se dedicando em outras tarefas da empresa.
Para automatizar esse processo, de modo que aconteça em tempo real, gostaríamos de fazer sua análise através do formulário online de solicitação de crédito que o cliente irá preencher, contendo os seguintes campos: gênero, estado civil, educação, número de dependentes, renda, valor do empréstimo, histórico de crédito e outros. Para facilitar o entendimento do problema e da solução a ser proposta utilizamos a técnica do 5WS, que consiste em responder as seguintes perguntas:
Why? Para automatizar o processo de análise de crédito da empresa, melhorando a satisfação do cliente e tornando o procedimento da empresa mais ágil. Who? Os dados utilizados são dos clientes da empresa que neste trabalho é denominada como Império. What? O objetivo da análise é identificar em tempo real se o cliente está apto ou não, a receber o empréstimo desejado de acordo com as políticas de crédito da Império. Where? No site da Império, em que será disponibilizado o formulário online de solicitação de crédito. When? No momento da interação entre o cliente e a Império.
Base de dados coletada no seguinte link: https://www.kaggle.com/burak3ergun/loan-data-set
# Importação das Bibliotecas utilizadas no código
import os
import re
import numpy as np
import pandas as pd
import warnings
import matplotlib.pyplot as plt
import seaborn as sns
import plotly.express as px
warnings.filterwarnings("ignore")
#!pip install plotly
arquivo = 'loan.csv'
arquivo1= 'loan1.csv'
dataset = pd.read_csv(arquivo, sep=',', header=0 )
dataset1 = pd.read_csv(arquivo1, sep=',', header=0 )
# Visualisando as 5 primeiras linhas do dataset
dataset.head()
| Loan_ID | Gender | Married | Dependents | Education | Self_Employed | ApplicantIncome | CoapplicantIncome | LoanAmount | Loan_Amount_Term | Credit_History | Property_Area | Loan_Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | LP001002 | Male | No | 0 | Graduate | No | 5849 | 0.0 | NaN | 360.0 | 1.0 | Urban | Y |
| 1 | LP001003 | Male | Yes | 1 | Graduate | No | 4583 | 1508.0 | 128.0 | 360.0 | 1.0 | Rural | N |
| 2 | LP001005 | Male | Yes | 0 | Graduate | Yes | 3000 | 0.0 | 66.0 | 360.0 | 1.0 | Urban | Y |
| 3 | LP001006 | Male | Yes | 0 | Not Graduate | No | 2583 | 2358.0 | 120.0 | 360.0 | 1.0 | Urban | Y |
| 4 | LP001008 | Male | No | 0 | Graduate | No | 6000 | 0.0 | 141.0 | 360.0 | 1.0 | Urban | Y |
# Visualizando as informações do dataset
dataset.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 614 entries, 0 to 613 Data columns (total 13 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Loan_ID 614 non-null object 1 Gender 601 non-null object 2 Married 611 non-null object 3 Dependents 599 non-null object 4 Education 614 non-null object 5 Self_Employed 582 non-null object 6 ApplicantIncome 614 non-null int64 7 CoapplicantIncome 614 non-null float64 8 LoanAmount 592 non-null float64 9 Loan_Amount_Term 600 non-null float64 10 Credit_History 564 non-null float64 11 Property_Area 614 non-null object 12 Loan_Status 614 non-null object dtypes: float64(4), int64(1), object(8) memory usage: 62.5+ KB
# Visualisando as 5 primeiras linhas do dataset1
dataset1.head()
| Loan_ID | Gender | Married | Dependents | Education | Self_Employed | ApplicantIncome | CoapplicantIncome | LoanAmount | Loan_Amount_Term | Credit_History | Property_Area | Loan_Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | LP101002 | Male | No | 0 | Graduate | No | 5849 | 0.0 | NaN | 360.0 | 1.0 | Urban | Y |
| 1 | LP101003 | Male | Yes | 1 | Graduate | No | 4583 | 1508.0 | 128.0 | 360.0 | 1.0 | Rural | N |
| 2 | LP101005 | Male | Yes | 0 | Graduate | Yes | 3000 | 0.0 | 66.0 | 360.0 | 1.0 | Urban | Y |
| 3 | LP101006 | Male | Yes | 0 | Not Graduate | No | 2583 | 2358.0 | 120.0 | 360.0 | 1.0 | Urban | Y |
| 4 | LP101008 | Male | No | 0 | Graduate | No | 6000 | 0.0 | 141.0 | 360.0 | 1.0 | Urban | Y |
# Visualizando as informações do dataset1
dataset1.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 522 entries, 0 to 521 Data columns (total 13 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Loan_ID 522 non-null object 1 Gender 512 non-null object 2 Married 519 non-null object 3 Dependents 509 non-null object 4 Education 522 non-null object 5 Self_Employed 495 non-null object 6 ApplicantIncome 522 non-null int64 7 CoapplicantIncome 522 non-null float64 8 LoanAmount 504 non-null float64 9 Loan_Amount_Term 508 non-null float64 10 Credit_History 479 non-null float64 11 Property_Area 522 non-null object 12 Loan_Status 522 non-null object dtypes: float64(4), int64(1), object(8) memory usage: 53.1+ KB
# Concatenando os dois datasets para deixar em apenas um dataframe, que será utilizado para nossa análise.
data = pd.concat([dataset, dataset1])
#Visualizando o dataframe criado com os dois datasets, pode observar que ele agora ficou com 1136 linhas e 13 colunas.
data
| Loan_ID | Gender | Married | Dependents | Education | Self_Employed | ApplicantIncome | CoapplicantIncome | LoanAmount | Loan_Amount_Term | Credit_History | Property_Area | Loan_Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | LP001002 | Male | No | 0 | Graduate | No | 5849 | 0.0 | NaN | 360.0 | 1.0 | Urban | Y |
| 1 | LP001003 | Male | Yes | 1 | Graduate | No | 4583 | 1508.0 | 128.0 | 360.0 | 1.0 | Rural | N |
| 2 | LP001005 | Male | Yes | 0 | Graduate | Yes | 3000 | 0.0 | 66.0 | 360.0 | 1.0 | Urban | Y |
| 3 | LP001006 | Male | Yes | 0 | Not Graduate | No | 2583 | 2358.0 | 120.0 | 360.0 | 1.0 | Urban | Y |
| 4 | LP001008 | Male | No | 0 | Graduate | No | 6000 | 0.0 | 141.0 | 360.0 | 1.0 | Urban | Y |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 517 | LP102682 | Male | Yes | NaN | Not Graduate | No | 3074 | 1800.0 | 123.0 | 360.0 | 0.0 | Semiurban | N |
| 518 | LP102683 | Male | No | 0 | Graduate | No | 4683 | 1915.0 | 185.0 | 360.0 | 1.0 | Semiurban | N |
| 519 | LP102684 | Female | No | 0 | Not Graduate | No | 3400 | 0.0 | 95.0 | 360.0 | 1.0 | Rural | N |
| 520 | LP102689 | Male | Yes | 2 | Not Graduate | No | 2192 | 1742.0 | 45.0 | 360.0 | 1.0 | Semiurban | Y |
| 521 | LP102690 | Male | No | 0 | Graduate | No | 2500 | 0.0 | 55.0 | 360.0 | 1.0 | Semiurban | Y |
1136 rows × 13 columns
# Visualizando as informações do novo dataset resultado da concatenação
data.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 1136 entries, 0 to 521 Data columns (total 13 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Loan_ID 1136 non-null object 1 Gender 1113 non-null object 2 Married 1130 non-null object 3 Dependents 1108 non-null object 4 Education 1136 non-null object 5 Self_Employed 1077 non-null object 6 ApplicantIncome 1136 non-null int64 7 CoapplicantIncome 1136 non-null float64 8 LoanAmount 1096 non-null float64 9 Loan_Amount_Term 1108 non-null float64 10 Credit_History 1043 non-null float64 11 Property_Area 1136 non-null object 12 Loan_Status 1136 non-null object dtypes: float64(4), int64(1), object(8) memory usage: 124.2+ KB
# Verifiando a quantidade de valores únicos da coluna Loan_Status ( Status do empréstimo ( N = Negado, Y = Aprovado) )
data.Loan_Status.value_counts()
Y 781 N 355 Name: Loan_Status, dtype: int64
Depois de verificar que a quantidade de dados com informação positiva ( 781 ) foi bem maior que negativa, temos que balancear esses dados para o modelo ser mais acertivo, o balanceamento está sendo feito logo abaixo, foi utilizado o o método sample para filtrar 360 registros positivos e ficar próximo dos 355 que já tinhamos do negativo.
data2 = data[data.Loan_Status=='Y'].sample(360)
data = data2.append(data[data.Loan_Status=='N'].sample(355))
data.Loan_Status.value_counts()
Y 360 N 355 Name: Loan_Status, dtype: int64
data.isnull().sum()
Loan_ID 0 Gender 14 Married 3 Dependents 20 Education 0 Self_Employed 32 ApplicantIncome 0 CoapplicantIncome 0 LoanAmount 28 Loan_Amount_Term 19 Credit_History 53 Property_Area 0 Loan_Status 0 dtype: int64
Preechendo Missing Values:
Dependents: Assumindo o valor majoritário da coluna.Self_Employed: Assumindo o valor majoritário da coluna.Loan_Amount_Term: Preenchendo com o valor médio da coluna.Credit_History: Assumindo o valor majoritário da coluna.Married: Assumindo o valor majoritário da coluna.Gender: Assumindo o valor majoritário da coluna.data['Gender'] = data['Gender'].fillna('Male')
data['Married'] = data['Married'].fillna('No')
data['Dependents'] = data['Dependents'].fillna('0')
data['Self_Employed'] = data['Self_Employed'].fillna('No')
data['LoanAmount'] = data['LoanAmount'].fillna(data['LoanAmount'].mean())
data['Credit_History'] = data['Credit_History'].fillna(1.0)
data['Loan_Amount_Term'] = data['Loan_Amount_Term'].fillna(data['Loan_Amount_Term'].mean())
# Verifiando a quantidade de valores únicos da coluna Credit_History ( Hitórico de Crédito )
data.Credit_History.value_counts()
1.0 562 0.0 153 Name: Credit_History, dtype: int64
# describe() Método para resumir brevemente as estatísticas dos dados.
data.describe()
| ApplicantIncome | CoapplicantIncome | LoanAmount | Loan_Amount_Term | Credit_History | |
|---|---|---|---|---|---|
| count | 715.000000 | 715.000000 | 715.000000 | 715.000000 | 715.000000 |
| mean | 5350.043357 | 1667.454713 | 146.391557 | 344.103448 | 0.786014 |
| std | 6165.604772 | 3001.449023 | 82.737915 | 62.828482 | 0.410404 |
| min | 150.000000 | 0.000000 | 9.000000 | 12.000000 | 0.000000 |
| 25% | 2873.000000 | 0.000000 | 100.000000 | 360.000000 | 1.000000 |
| 50% | 3816.000000 | 1210.000000 | 128.000000 | 360.000000 | 1.000000 |
| 75% | 5815.000000 | 2333.000000 | 170.000000 | 360.000000 | 1.000000 |
| max | 81000.000000 | 41667.000000 | 700.000000 | 480.000000 | 1.000000 |
data.isnull().sum()
Loan_ID 0 Gender 0 Married 0 Dependents 0 Education 0 Self_Employed 0 ApplicantIncome 0 CoapplicantIncome 0 LoanAmount 0 Loan_Amount_Term 0 Credit_History 0 Property_Area 0 Loan_Status 0 dtype: int64
Analisando a Correlação das colunas da base de dados
Uma das formas mais simples para começar a entender como suas variáveis se relacionam é através de uma Matriz de Correlação. Trata-se de uma tabela que mostra os coeficientes de correlação entre as variáveis. O Pandas possui a função .corr(), que retorna os coeficientes para cada feature do seu dataset. No exemplo abaixo criei uma variávél para receber as correlações e utilizei o método heatmap da biblioteca seaborn para visualizarmos em forma de gráfico de uma matriz:
# Calcule a correlação entre as colunas
correlacoes = data.corr()
# Usando o método heatmap do seaborn
plt.figure(figsize=(16, 6))
sns.heatmap(data=correlacoes, annot=True)
<AxesSubplot:>
A biblioteca Plotly do Python pode ser muito útil para visualização de dados e compreensão dos dados de forma simples e fácil. Objetos de gráfico Plotly são uma interface de alto nível para plotagem que são fáceis de usar.
A função px.scatter () é usada para criar o gráfico de dispersão e pode ser usada com dataframes do pandas. Cada linha de dataframe é representada por uma marca de símbolo no espaço 2D no gráfico de dispersão.
# Nesse gráfico de dispersão usamos as váriáveis de Renda e Valor do empréstimo e vimos que a maior concentração fica
# para rendas até $15 a $20 mil e a maioria dos emprestimos são na faixa dos $300 mil.
# ApplicantIncome ( Renda ) vs LoanAmount ( Valor do Emprestimo )
fig = px.scatter(data, x=data.ApplicantIncome, y=data.LoanAmount)
fig.show()
O boxplot ou diagrama de caixa é uma ferramenta gráfica que permite visualizar a distribuição e valores discrepantes (outliers) dos dados, fornecendo assim um meio complementar para desenvolver uma perspectiva sobre o caráter dos dados. Além disso, o boxplot também é uma disposição gráfica comparativa.
As medidas de estatísticas descritivas como o mínimo, máximo, primeiro quartil, segundo quartil ou mediana e o terceiro quartil formam o boxplot.
Observe a figura do boxplot. Note que o local onde a haste vertical começa (de baixo para cima) indica o mínimo (excetuando algum possível valor extremo ou outlier) e, onde a haste termina indica o máximo (também excetuando algum possível outlier).
No gráfico abaixo vimos que tivemos alguns valores discrepantes para mais em valores pedidos para o empréstimo.
# Visualizando outliers na variável LoanAmount
import plotly.express as px
fig = px.box(data, y='LoanAmount')
fig.update_layout( width=800,height=800)
fig.show()
Observe a figura do boxplot. Note que o local onde a haste vertical começa (de baixo para cima) indica o mínimo (excetuando algum possível valor extremo ou outlier) e, onde a haste termina indica o máximo (também excetuando algum possível outlier).
No gráfico abaixo vimos que tivemos alguns valores discrepantes para mais em valores das rendas dos solicitantes.
# Visualizando outliers na variável ApplicantIncome
fig = px.box(data, y='ApplicantIncome')
fig.update_layout( width=800,height=800)
fig.show()
No gráfico de dispersão abaixo usamos as váriáveis Valor do Empréstimo e Prazo do empréstimo e vimos que a maior concentração fica para valores de 200 a 300 mil e a maioria dos empréstimos são na faixa de 200 a 360 meses de prazo de pagamento. LoanAmount vs Loan_Amount_Term (Valor do Empréstimo e Prazo do empréstimo)
# LoanAmount vs Loan_Amount_Term (Valor do Empréstimo e Prazo do empréstimo)
fig = px.scatter(data, x=data.LoanAmount, y=data.Loan_Amount_Term)
fig.show()
Um histograma consiste em um gráfico de barras que demonstra uma distribuição de frequências, onde a base de cada uma das barras representa uma classe, e a altura a quantidade ou frequência absoluta com que o valor da classe ocorre. Ao mesmo tempo, pode ser utilizado como um indicador de dispersão de processos.
No gráfico abaixo vimos com muita clareza que 360 vezes foi o prazo mais escolhido da nossa base de dados.
# Histogram da variável Loan_Amount_Term ( Prazo do Empréstimo )
fig = px.histogram(data, x="Loan_Amount_Term", nbins=50, opacity=0.50)
fig.show()
Módulo figure_factory do Plotly
A API Python do Plotly contém um módulo de figure_factory que inclui muitas funções que criam tipos de gráficos exclusivos que ainda não estão incluídos no plotly.js , a biblioteca gráfica de código aberto do Plotly. As funções do figure_factory criam uma figura completa, portanto, alguns recursos do Plotly, como o subplotting, devem ser implementados de maneira um pouco diferente com esses gráficos.
No gráfico abaixo visualizando a distribuição da variável ApplicantIncome ( Renda ) e vimos que a maior ocncentração está em rendas até $20 mil.
# visualizando a distribuição da variável ApplicantIncome ( Renda )
import plotly.figure_factory as ff
labels = ['Distribuição da variável ApplicantIncome (Renda)']
fig = ff.create_distplot([data.ApplicantIncome], labels, bin_size=.2)
fig.show()
Transformando dados categóricos
Várias colunas do dataframe são categóricas, precisamos transforma-las, pois os algorítmos de classificação funcionam com dados numéricos, são elas: Gender, Married, Education, Self_Employed & Property_Area columns.
from sklearn.preprocessing import LabelEncoder
#!pip install sklearn
gender_values = {'Female' : 0, 'Male' : 1}
married_values = {'No' : 0, 'Yes' : 1}
education_values = {'Graduate' : 0, 'Not Graduate' : 1}
employed_values = {'No' : 0, 'Yes' : 1}
dependent_values = {'3+': 3, '0': 0, '2': 2, '1': 1}
loan_values = {'Y':1,'N':0}
data.replace({'Gender': gender_values,
'Married': married_values,
'Education': education_values,
'Self_Employed': employed_values,
'Dependents': dependent_values,
'Loan_Status': loan_values
}, inplace=True)
# Deletando colunas que não vamos utilizar no modelo de Machine Learning
data.drop(['Loan_ID','CoapplicantIncome','Loan_Amount_Term','Credit_History','Property_Area'],axis=1,inplace=True)
#Visualizando
data.head()
| Gender | Married | Dependents | Education | Self_Employed | ApplicantIncome | LoanAmount | Loan_Status | |
|---|---|---|---|---|---|---|---|---|
| 389 | 1 | 1 | 0 | 0 | 0 | 5488 | 125.0 | 1 |
| 383 | 1 | 0 | 0 | 0 | 1 | 7167 | 128.0 | 1 |
| 265 | 1 | 0 | 0 | 0 | 0 | 4095 | 151.0 | 1 |
| 243 | 1 | 1 | 2 | 0 | 1 | 6250 | 108.0 | 1 |
| 594 | 1 | 1 | 0 | 0 | 1 | 16120 | 260.0 | 1 |
Para nosso modelo foram escolhidos algoritmos de classificação utilizando a bilbioteca sklearn.
O que são algoritmos de classificação?
Focaremos em algoritmos de classificação. Mas o que é isso?
Quando você possui um conjunto de dados divididos em grupos ou classes e deseja prever a classe de novos objetos adicionados a base, isto é classificar.
Veja este exemplo de classificação na prática: Precisamos classificar uma análise de crédito habitacional e nossa base tem como classivicassão Y para Aprovado e N para Negado. O trabalho de compreender o padrão existente entre a classe e determinar a qual classe uma nova solicitação de empréstimo irá contemplar, é classificar.
Algoritmo, também chamado de método, nada mais é do que um passo-a-passo a ser seguido para realizar alguma tarefa específica. E você pode executar esse passo-a-passo como quiser: fazendo as contas na mão, usando uma calculadora. Agora, quando um computador é capaz de fazer estas tarefas com base nas informações fornecidas a ele, isso é chamado de machine learning.
Para nosso modelo foi feita uma análise com 3 algoritmos de classificação, para saber o que tem melhor desempenho com os dados em questão e escolhermos o que vamos utilizar. Os algoritimo escolhidos para essa análise foram KNN, SVM e Random Forest.
# Importando as bibliotecas e funções utilizadas no modelo
from sklearn.datasets import load_iris
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler
from sklearn.pipeline import Pipeline
from sklearn.model_selection import GridSearchCV
from sklearn.metrics import accuracy_score
import joblib
from sklearn.ensemble import RandomForestClassifier
from sklearn import svm
from sklearn.neighbors import KNeighborsClassifier
PIPELINE
A forma mais conhecida de escrever códigos de machine learning e a que é geralmente ensinada é usando paradigma de programação procedural, onde cada etapa do código é feita em sequência, seguindo uma ordem específica e usando funções provenientes de pacotes ou escritas pelo usuário ou por terceiros. Códigos escritos nesse estilo não são os melhores para serem postos em produção porque geralmente não permitem a criação de um padrão de escrita de código que seja de fácil entendimento e manuntenção.
A classe Pipeline é uma funcionalidade do Scikit-Learn que ajuda criar códigos que possuam um padrão que possa ser facilmente entendido e compartilhando entre times de cientista e engenheiro de dados. Em sua essência, esse tipo de escrever código usa o estilo de programação Orientada à Objetos, mas não precisaremos tocar nos conceitos de programação OO para aprender a usar o Pipeline.
Códigos de machine-learning são melhores escritos através de pipelines, que em essência fazem o output de uma dada transformação nos dados se tornarem o input para uma outra transformação que será aplicada nos dados.
No código abaixo usamos pipeline para os três algoritmos que foram escolhidos.
pipe_random_forest = Pipeline([
('scl', StandardScaler()),
('clf', RandomForestClassifier())
]
)
pipe_svm = Pipeline([
('scl', StandardScaler()),
('clf', svm.SVC())
]
)
pipe_knn = Pipeline([
('scl', StandardScaler()),
('clf', KNeighborsClassifier())
]
)
O GridSearchCV é uma ferramenta usada para automatizar o processo de ajuste dos parâmetros de um algoritmo, pois ele fará de maneira sistemática diversas combinações dos parâmetros e depois de avaliá-los os armazenará em um único objeto. O GridSearchCV é um módulo do ScikitLearn e é amplamente usado para automatizar grande parte do processo de tuning.
No código abaixo criamos uma lista para alimentar as grids que vão ser utilizadas no parâmetro do GridSearch para testar as combinações.
valores = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
grid_params_rf = [{
'clf__criterion': ['gini', 'entropy'],
'clf__min_samples_leaf': valores,
'clf__max_depth': valores,
'clf__min_samples_split': valores[1:]
}]
grid_params_svm = [{
'clf__kernel': ['linear', 'rbf'],
'clf__C': valores
}]
grid_params_knn = [{
'clf__n_neighbors': valores,
}]
gs_rf = GridSearchCV(
estimator=pipe_random_forest,
param_grid=grid_params_rf,
scoring='accuracy',
verbose=100,
cv=10
)
gs_svm = GridSearchCV(
estimator=pipe_svm,
param_grid=grid_params_svm,
scoring='accuracy',
verbose=100,
cv=10,
)
gs_knn = GridSearchCV(
estimator=pipe_knn,
param_grid=grid_params_knn,
scoring='accuracy',
verbose=100,
cv=10,
)
# Deletando a variável alvo e alimentando a mesma em Y
X_train = data.drop('Loan_Status',axis=1)
y = data['Loan_Status']
O método fit() é utilizado para treinar o algorítimo e verificar seu desempenho.
gs_rf.fit(X_train,y)
Fitting 10 folds for each of 1800 candidates, totalling 18000 fits [CV 1/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 10/10; 1/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.4s [CV 1/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 2/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 2/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 2/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 3/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 3/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 4/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 4/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 5/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 5/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.3s [CV 5/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 6/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 6/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 7/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 7/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 6/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 7/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 9/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 8/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 8/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 9/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 9/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 10/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 10/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 11/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 11/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 12/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 12/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 13/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 13/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 14/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 14/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 15/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 15/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 16/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 16/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 17/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 17/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 18/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 18/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 19/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 19/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 4/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 20/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 20/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 21/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 21/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 22/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 22/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 23/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 23/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 24/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 24/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 25/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 25/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 26/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 26/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 27/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 27/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 28/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 28/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 29/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 29/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 30/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 30/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 31/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 31/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.3s [CV 3/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 32/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 32/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 33/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 33/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.3s [CV 9/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 34/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 34/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 35/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 35/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 36/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 36/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 37/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 37/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 38/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 38/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 39/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 39/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 40/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 40/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 41/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 41/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 42/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 42/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 43/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 43/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 44/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 44/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 45/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 45/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 46/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 46/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 47/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 47/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 48/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 48/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 49/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 49/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 50/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 50/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 51/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 51/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 52/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 52/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 53/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 53/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 54/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 54/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 55/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 55/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 56/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 56/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 57/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 57/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 58/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 58/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 59/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 59/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 60/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 60/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 61/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 61/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 62/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 62/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 63/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 63/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 64/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 64/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 65/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 65/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 66/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 66/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 67/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 67/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 68/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 68/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 69/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 69/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 70/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 70/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 71/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 71/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 72/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 72/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 73/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 73/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 74/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 74/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 75/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 75/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.3s [CV 9/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 76/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 76/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 77/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 77/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 78/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 78/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 79/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 79/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 80/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 80/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 81/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 81/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.4s [CV 1/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 82/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 82/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 83/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 83/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 84/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 84/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 85/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 85/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 86/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 86/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 87/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 87/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 88/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 88/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 89/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 89/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 90/1800] START clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 90/1800] END clf__criterion=gini, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 91/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 91/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 92/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 92/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 93/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 93/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 94/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 94/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 95/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 95/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 96/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 96/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 97/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 97/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 98/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 98/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 99/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 99/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 100/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 100/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 101/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 101/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 102/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 102/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 103/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 103/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 104/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 104/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 105/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 105/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 106/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 106/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 107/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 107/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 108/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 108/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 109/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 109/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 110/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 110/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 111/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 111/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 112/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 112/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 113/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 113/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 114/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 114/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 115/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 115/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 116/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 116/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 117/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 117/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 118/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 118/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 119/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 119/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 120/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 120/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 121/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 121/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 122/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 122/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 123/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 123/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 124/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 124/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 125/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 125/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 126/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 126/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 127/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 127/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 128/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 128/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 129/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 129/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 130/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 130/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 131/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 131/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 132/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 132/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 133/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 133/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 134/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 134/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 135/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 135/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 136/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 136/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 137/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 137/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 138/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 138/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 139/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 139/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 140/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 140/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 141/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 141/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 142/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 142/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 143/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 143/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 144/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 144/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 145/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 145/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 146/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 146/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 147/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 147/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 148/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 148/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 149/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 149/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 150/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 150/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 151/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 151/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 152/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 152/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 153/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 153/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 154/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 154/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 155/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 155/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 156/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 156/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 157/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 157/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 158/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 158/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 159/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 159/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 160/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 160/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 161/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 161/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 162/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 162/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 163/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 163/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 164/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 164/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 165/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 165/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 166/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 166/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 167/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 167/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 168/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 168/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 169/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 169/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 170/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 170/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 171/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 171/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 172/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 172/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 173/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 173/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 174/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 174/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 175/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 175/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 176/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 176/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 177/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 177/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 178/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 178/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 179/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 179/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 180/1800] START clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 180/1800] END clf__criterion=gini, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 181/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 181/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 182/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 182/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 183/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 183/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 184/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 184/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 185/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 185/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 186/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 186/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 187/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 187/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 7/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 8/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 188/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 188/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 189/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 189/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 190/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 190/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 191/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 191/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 192/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 192/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 193/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 193/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 194/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 194/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 195/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 195/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 196/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 196/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 197/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 197/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 198/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 198/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 199/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 199/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 200/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 200/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 201/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 201/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 202/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 202/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 203/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 203/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 204/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 204/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 205/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 205/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 206/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 206/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 207/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 207/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 208/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 208/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 209/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 209/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 210/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 210/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 211/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 211/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 212/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 212/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 213/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 213/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 214/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 214/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 215/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 215/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 216/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 216/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 217/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 217/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 218/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 218/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 219/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 219/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 220/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 220/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 221/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 221/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 222/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 222/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 223/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 223/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 224/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 224/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 225/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 225/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 226/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 226/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 227/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 227/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 228/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 228/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 229/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 229/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 230/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 230/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 231/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 231/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 232/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 232/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 233/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 233/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 234/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 234/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 235/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 235/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 236/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 236/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 237/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 237/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 238/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 238/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 239/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 239/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 240/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 240/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 241/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 241/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 242/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 242/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 243/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 243/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 244/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 244/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 245/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 245/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 246/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 246/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 247/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 247/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 248/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 248/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 249/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 249/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 250/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 250/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 251/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 251/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 252/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 252/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 253/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 253/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 254/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 254/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 255/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 255/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 256/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 256/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 257/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 257/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 258/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 258/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 259/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 259/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 260/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 260/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 261/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 261/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 262/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 262/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 263/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 263/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 264/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 264/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 265/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 265/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 266/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 266/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 267/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 267/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 268/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 268/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 269/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 269/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 270/1800] START clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 270/1800] END clf__criterion=gini, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 271/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 271/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 272/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 272/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 273/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 273/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 274/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 274/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 275/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 275/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 276/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 276/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 277/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 277/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 278/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 278/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 279/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 279/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 280/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 280/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 281/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 281/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 282/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 282/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 283/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 283/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 284/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 284/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 285/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 285/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 286/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 286/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 287/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 287/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 288/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 288/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 289/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 289/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 290/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 290/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 291/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 291/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 292/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 292/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 293/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 293/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 294/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 294/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 295/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 295/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 296/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 296/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 297/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 297/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 298/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 298/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 299/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 299/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 300/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 300/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 301/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 301/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 302/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 302/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 303/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 303/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 304/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 304/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 305/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 305/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 306/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 306/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 307/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 307/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 308/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 308/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 309/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 309/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 310/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 310/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 311/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 311/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 312/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 312/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 313/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 313/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 314/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 314/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 315/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 315/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 316/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 316/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 317/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 317/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 318/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 318/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 319/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 319/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 320/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 320/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 321/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 321/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 322/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 322/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 323/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 323/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 324/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 324/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 325/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 325/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 326/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 326/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 327/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 327/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 328/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 328/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 329/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 329/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.3s [CV 2/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 330/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 330/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 331/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 331/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 332/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 332/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 333/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 333/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 334/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 334/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 335/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 335/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 336/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 336/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 337/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 337/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 338/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 338/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 339/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 339/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 340/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 340/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 341/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 341/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 342/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 342/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 343/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 343/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 344/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 344/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 345/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 345/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 346/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 346/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 347/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 347/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 348/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 348/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 349/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 349/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 350/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 350/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 351/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 351/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 352/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 352/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 353/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 353/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 354/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 354/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 355/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 355/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 356/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 356/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 357/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 357/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 358/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 358/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 359/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 359/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 360/1800] START clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 360/1800] END clf__criterion=gini, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 361/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 361/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 362/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 362/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 363/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 363/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 364/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 364/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 365/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 365/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 366/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 366/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 367/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 367/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 368/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 368/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 369/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 369/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 370/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 370/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 371/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 371/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 372/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 372/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 373/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 373/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 374/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 374/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 375/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 375/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 376/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 376/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 377/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 377/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 378/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 378/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 379/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 379/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 380/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 380/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 381/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 381/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 382/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 382/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 383/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 383/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 384/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 384/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 385/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 385/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 386/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 386/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 387/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 387/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 388/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 388/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 389/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 389/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 390/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 390/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 391/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 391/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 392/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 392/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 393/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 393/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 394/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 394/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 395/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 395/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 396/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 396/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 397/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 397/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 398/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 398/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 399/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 399/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.3s [CV 1/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 400/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 400/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 401/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 401/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 402/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 402/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 403/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 403/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 404/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 404/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 405/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 405/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 406/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 406/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 407/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 407/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 408/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 408/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 409/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 409/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 410/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 410/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.3s [CV 4/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 411/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 411/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 412/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 412/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 413/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 413/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 414/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 414/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 415/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 415/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 416/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 416/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 417/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 417/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 418/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 418/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 419/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 419/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 420/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 420/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 421/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 421/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 422/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 422/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 423/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 423/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 424/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 424/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 425/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 425/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 426/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 426/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 427/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 427/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 428/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 428/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 429/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 429/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 430/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 430/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 431/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 431/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 432/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 432/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 433/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 433/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 434/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 434/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 435/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 435/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 436/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 436/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 437/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 437/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.3s [CV 7/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 438/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 438/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 439/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 439/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 440/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 440/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 441/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 441/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 442/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 442/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 443/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 443/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 444/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 444/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 445/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 445/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 446/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 446/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 447/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 447/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 448/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 448/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 449/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 449/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 450/1800] START clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 450/1800] END clf__criterion=gini, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 451/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 451/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 452/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 452/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 453/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 453/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 454/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 454/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 455/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 455/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 456/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 456/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 457/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 457/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 458/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 458/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 459/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 459/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 460/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 460/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 461/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 461/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 462/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 462/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 463/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 463/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 464/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 464/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 465/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 465/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 466/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 466/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 467/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 467/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 468/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 468/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 469/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 469/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 470/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 470/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.3s [CV 9/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.3s [CV 10/10; 471/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 471/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 472/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 472/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 473/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 473/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 474/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 474/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 475/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 475/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 476/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 476/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 477/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 477/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 478/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 478/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 479/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 479/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 480/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 480/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 481/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 481/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 482/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 482/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 483/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 483/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 484/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 484/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 485/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 485/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 486/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 486/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 487/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 487/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 488/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 488/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 489/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 489/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 490/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 490/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 491/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 491/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 492/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 492/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 493/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 493/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 494/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 494/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 495/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 495/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 496/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 496/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 497/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 497/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 498/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 498/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 499/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 499/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 500/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 500/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 501/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 501/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 502/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 502/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 503/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 503/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 504/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 504/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 505/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 505/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 506/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 506/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 507/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 507/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 508/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 508/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 509/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 509/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 510/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 510/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 511/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 511/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 512/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 512/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 513/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 513/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 514/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 514/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 515/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 515/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 516/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 516/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 517/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 517/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 518/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 518/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 519/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 519/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 520/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 520/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 521/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 521/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 522/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 522/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 523/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 523/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 524/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 524/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 525/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 525/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 526/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 526/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 527/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 527/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 528/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 528/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 529/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 529/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 530/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 530/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 531/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 531/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 532/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 532/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 533/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 533/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 534/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 534/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 535/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 535/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 536/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 536/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 537/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 537/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 538/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 538/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 539/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 539/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 540/1800] START clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 540/1800] END clf__criterion=gini, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 541/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 541/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 542/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 542/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 543/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 543/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 544/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 544/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 545/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 545/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 546/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 546/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 547/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 547/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 9/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 548/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 548/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 549/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 549/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 550/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 550/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 551/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 551/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 552/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 552/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 553/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 553/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 554/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 554/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 555/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 555/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 556/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 556/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 557/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 557/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 558/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 558/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 559/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 559/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 560/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 560/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 561/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 561/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 562/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 562/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 563/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 563/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 564/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 564/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 565/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 565/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 566/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 566/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 567/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 567/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 568/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 568/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 569/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 569/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 570/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 570/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 571/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 571/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 572/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 572/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 573/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 573/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 574/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 574/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 575/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 575/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 576/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 576/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 577/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 577/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 578/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 578/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 579/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 579/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 580/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 580/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 581/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 581/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 582/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 582/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 583/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 583/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 584/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 584/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 585/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 585/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 586/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 586/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 587/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 587/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 588/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 588/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 589/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 589/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 590/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 590/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 591/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 591/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 592/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 592/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 593/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 593/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 594/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 594/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 595/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 595/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 596/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 596/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 597/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 597/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 598/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 598/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.3s [CV 7/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 599/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 599/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 600/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 600/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.4s [CV 7/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.3s [CV 9/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 601/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 601/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 602/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 602/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 603/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 603/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 604/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 604/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 605/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 605/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.4s [CV 6/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.4s [CV 7/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.3s [CV 9/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 606/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 606/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 607/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 607/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 608/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 608/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 2/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 609/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 609/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 610/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 610/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 611/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 611/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 612/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 612/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 613/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 613/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 614/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 614/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 615/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 615/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 616/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 616/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 617/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 617/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 618/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 618/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 619/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 619/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 620/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 620/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 621/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 621/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 622/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 622/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 623/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 623/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 624/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 624/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 625/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 625/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 626/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 626/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 627/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 627/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 628/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 628/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 629/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 629/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 630/1800] START clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 630/1800] END clf__criterion=gini, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 631/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 631/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 632/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 632/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 633/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 633/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 634/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 634/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 635/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 635/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 636/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 636/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 637/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 637/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 638/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 638/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 639/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 639/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 640/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 640/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 641/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 641/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 642/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 642/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 643/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 643/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 644/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 644/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 645/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 645/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 646/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 646/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 647/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 647/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 648/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 648/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 649/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 649/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 650/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 650/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 651/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 651/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 652/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 652/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 653/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 653/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 654/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 654/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 655/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 655/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 656/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 656/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 657/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 657/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 658/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 658/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 659/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 659/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 660/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 660/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 661/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 661/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 662/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 662/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 663/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 663/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 664/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 664/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 665/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 665/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 666/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 666/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 667/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 667/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 668/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 668/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 669/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 669/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 670/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 670/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 671/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 671/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 672/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 672/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 673/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 673/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 674/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 674/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 675/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 675/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 676/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 676/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 677/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 677/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 678/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 678/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 679/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 679/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 680/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 680/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 681/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 681/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 682/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 682/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 683/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 683/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 684/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 684/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 685/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 685/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 3/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 686/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 686/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 687/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 687/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 688/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 688/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 689/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 689/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 690/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 690/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 691/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 691/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 692/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 692/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 693/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 693/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 694/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 694/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 695/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 695/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 696/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 696/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 697/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 697/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 698/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 698/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 699/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 699/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 700/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 700/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 701/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 701/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 702/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 702/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 703/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 703/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 704/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 704/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 705/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 705/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 706/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 706/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 707/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 707/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 708/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 708/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 709/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 709/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 710/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 710/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 711/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 711/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 712/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 712/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 713/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 713/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 714/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 714/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 715/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 715/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 716/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 716/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 717/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 717/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 718/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 718/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 719/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 719/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 720/1800] START clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 720/1800] END clf__criterion=gini, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 721/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 721/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 722/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 722/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 723/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 723/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 724/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 724/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 725/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 725/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 726/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 726/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 727/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 727/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 728/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 728/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 729/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 729/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 730/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 730/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 731/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 731/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 732/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 732/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 733/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 733/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 734/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 734/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 735/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 735/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 736/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 736/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 737/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 737/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 738/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 738/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 739/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 739/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 740/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 740/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.3s [CV 5/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 741/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 741/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 742/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 742/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 743/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 743/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 744/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 744/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 745/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 745/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.3s [CV 3/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 746/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 746/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 747/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 747/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 748/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 748/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 749/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 749/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 750/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 750/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.3s [CV 4/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 751/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 751/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 752/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 752/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 753/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 753/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 754/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 754/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 755/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 755/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 756/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 756/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 757/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 757/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 758/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 758/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 759/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 759/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 760/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 760/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 761/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 761/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 762/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 762/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 763/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 763/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 764/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 764/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 765/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 765/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 766/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 766/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.3s [CV 1/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.3s [CV 2/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.3s [CV 3/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.3s [CV 4/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 767/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 767/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 768/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 768/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 769/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 769/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 770/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 770/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 7/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 771/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 771/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 772/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 772/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 773/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 773/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 774/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 774/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 775/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 775/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 776/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 776/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 777/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 777/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.3s [CV 8/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 778/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 778/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 779/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 779/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 780/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 780/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 781/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 781/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 782/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 782/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 783/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 783/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 784/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 784/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 785/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 785/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 786/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 786/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 787/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 787/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 788/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 788/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 789/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 789/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 790/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 790/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 791/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 791/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 792/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 792/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 793/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 793/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 794/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 794/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 795/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 795/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 796/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 796/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 797/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 797/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 798/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 798/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 799/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 799/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 800/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 800/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 801/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 801/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 802/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 802/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 803/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 803/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 804/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 804/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 805/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 805/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 806/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 806/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 807/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 807/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 808/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 808/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 809/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 809/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 810/1800] START clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 810/1800] END clf__criterion=gini, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 811/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 811/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 5/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 7/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 8/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 812/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 812/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 813/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 813/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 814/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 814/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 815/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 815/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 816/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 816/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 817/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 817/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 818/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 818/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 819/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 819/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.3s [CV 1/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 820/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 820/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 821/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 821/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 822/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 822/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 823/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 823/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 824/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 824/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 825/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 825/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 826/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 826/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 827/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 827/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 828/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 828/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 829/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 829/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 830/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 830/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 831/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 831/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 832/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 832/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.3s [CV 6/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 833/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 833/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 834/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 834/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 835/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 835/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 836/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 836/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 837/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 837/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 838/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 838/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 839/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 839/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 840/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 840/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 841/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 841/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 842/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 842/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 843/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 843/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.3s [CV 6/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 844/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 844/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 845/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 845/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 846/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 846/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 847/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 847/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 848/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 848/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 849/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 849/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 850/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 850/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 851/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 851/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 852/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 852/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 853/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 853/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 854/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 854/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 855/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 855/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 856/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 856/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 857/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 857/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 858/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 858/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 859/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 859/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 860/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 860/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 861/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 861/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 862/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 862/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.3s [CV 6/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.3s [CV 8/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.3s [CV 9/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 863/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 863/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 864/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 864/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 865/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 865/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 866/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 866/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 867/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 867/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 868/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 868/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.3s [CV 1/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 869/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 869/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 870/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 870/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 871/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 871/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 872/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 872/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 873/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 873/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 874/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 874/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 875/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 875/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 876/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 876/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.3s [CV 7/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 877/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 877/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 878/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 878/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 879/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 879/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 880/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 880/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 881/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 881/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 882/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 882/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 883/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 883/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 884/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 884/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.3s [CV 4/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 885/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 885/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 886/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 886/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 887/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 887/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 888/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 888/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 889/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 889/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 890/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 890/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 891/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 891/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 892/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 892/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 893/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 893/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 894/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 894/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 895/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 895/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 896/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 896/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 897/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 897/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 898/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 898/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 899/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 899/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.3s [CV 3/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 900/1800] START clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 900/1800] END clf__criterion=gini, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 901/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 901/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 902/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 902/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 903/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 903/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 904/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 904/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 905/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 905/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 906/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 906/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 907/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 907/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 908/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 908/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 909/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 909/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 910/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 910/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.3s [CV 8/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 911/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 911/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 912/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 912/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 913/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 913/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 914/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 914/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 915/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 915/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 916/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 916/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 917/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 917/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 918/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 918/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 919/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 919/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 920/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 920/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 921/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 921/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 922/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 922/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 923/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 923/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 924/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 924/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 925/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 925/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 926/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 926/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 927/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 927/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 928/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 928/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 929/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 929/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 930/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 930/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 931/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 931/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 932/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 932/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 933/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 933/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 934/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 934/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 935/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 935/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 936/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 936/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 937/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 937/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 938/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 938/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 939/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 939/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 940/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 940/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 941/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 941/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 942/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 942/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 943/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 943/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 944/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 944/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 945/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 945/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 946/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 946/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 947/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 947/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 948/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 948/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 949/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 949/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 950/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 950/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 951/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 951/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 952/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 952/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 953/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 953/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 954/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 954/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 955/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 955/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 956/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 956/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 957/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 957/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.3s [CV 3/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.3s [CV 4/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 958/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 958/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 959/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 959/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 960/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 960/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 961/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 961/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 962/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 962/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 963/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 963/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 964/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 964/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 965/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 965/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 966/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 966/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 967/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 967/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 968/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 968/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 969/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 969/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 970/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 970/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 971/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 971/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 972/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 972/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 973/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 973/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 974/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 974/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 975/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 975/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 976/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 976/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 977/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 977/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 978/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 978/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 979/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 979/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 980/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 980/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 981/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 981/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 982/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 982/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 983/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 983/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 984/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 984/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 985/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 985/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 986/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 986/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 987/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 987/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 988/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 988/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 989/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 989/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 990/1800] START clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 990/1800] END clf__criterion=entropy, clf__max_depth=1, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 991/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 991/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 992/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 992/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 993/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 993/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 994/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 994/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 995/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 995/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 996/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 996/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 997/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 997/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 998/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 998/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 999/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 999/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1000/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1000/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1001/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1001/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1002/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1002/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1003/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1003/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.3s [CV 5/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.3s [CV 6/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1004/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1004/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1005/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1005/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1006/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1006/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1007/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1007/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1008/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1008/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1009/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1009/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1010/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1010/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1011/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1011/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1012/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1012/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1013/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1013/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1014/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1014/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1015/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1015/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1016/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1016/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1017/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1017/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.3s [CV 4/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1018/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1018/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1019/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1019/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1020/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1020/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.3s [CV 1/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1021/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1021/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1022/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1022/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1023/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1023/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1024/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1024/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1025/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1025/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1026/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1026/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1027/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1027/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1028/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1028/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1029/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1029/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1030/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1030/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1031/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1031/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1032/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1032/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1033/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1033/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1034/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1034/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1035/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1035/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1036/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1036/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1037/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1037/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1038/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1038/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1039/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1039/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1040/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1040/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1041/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1041/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1042/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1042/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1043/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1043/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1044/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1044/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1045/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1045/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1046/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1046/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1047/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1047/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1048/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1048/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1049/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1049/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1050/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1050/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1051/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1051/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1052/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1052/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1053/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1053/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1054/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1054/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1055/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1055/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1056/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1056/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1057/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1057/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1058/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1058/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1059/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1059/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1060/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1060/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1061/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1061/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1062/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1062/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1063/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1063/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1064/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1064/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1065/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1065/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1066/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1066/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1067/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1067/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1068/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1068/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1069/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1069/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1070/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1070/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1071/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1071/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1072/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1072/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1073/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1073/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1074/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1074/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1075/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1075/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1076/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1076/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1077/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1077/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1078/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1078/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1079/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1079/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1080/1800] START clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1080/1800] END clf__criterion=entropy, clf__max_depth=2, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1081/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1081/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1082/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1082/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1083/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1083/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1084/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1084/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1085/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1085/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1086/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1086/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1087/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1087/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1088/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1088/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1089/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1089/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1090/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1090/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1091/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1091/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1092/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1092/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1093/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1093/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1094/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1094/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1095/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1095/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1096/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1096/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1097/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1097/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1098/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1098/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1099/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1099/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1100/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1100/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1101/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1101/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1102/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1102/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1103/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1103/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1104/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1104/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1105/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1105/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1106/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1106/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1107/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1107/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1108/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1108/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1109/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1109/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1110/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1110/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1111/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1111/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1112/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1112/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1113/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1113/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1114/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1114/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1115/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1115/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1116/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1116/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1117/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1117/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1118/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1118/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1119/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1119/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1120/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1120/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1121/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1121/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1122/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1122/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1123/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1123/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1124/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1124/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1125/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1125/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1126/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1126/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1127/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1127/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1128/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1128/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1129/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1129/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1130/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1130/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1131/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1131/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1132/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1132/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1133/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1133/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1134/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1134/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1135/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1135/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1136/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1136/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1137/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1137/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1138/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1138/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1139/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1139/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1140/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1140/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1141/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1141/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1142/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1142/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1143/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1143/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1144/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1144/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.3s [CV 6/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1145/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1145/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1146/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1146/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1147/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1147/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1148/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1148/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1149/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1149/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1150/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1150/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1151/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1151/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1152/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1152/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1153/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1153/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1154/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1154/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1155/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1155/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.3s [CV 7/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.3s [CV 8/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1156/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1156/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1157/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1157/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1158/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1158/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1159/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1159/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1160/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1160/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1161/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1161/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1162/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1162/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1163/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1163/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1164/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1164/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1165/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1165/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1166/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1166/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1167/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1167/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1168/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1168/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1169/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1169/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1170/1800] START clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1170/1800] END clf__criterion=entropy, clf__max_depth=3, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1171/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1171/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1172/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1172/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1173/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1173/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1174/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1174/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1175/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1175/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1176/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1176/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1177/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1177/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1178/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1178/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1179/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1179/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1180/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1180/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1181/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1181/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1182/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1182/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1183/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1183/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1184/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1184/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1185/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1185/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.3s [CV 5/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1186/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1186/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1187/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1187/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1188/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1188/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1189/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1189/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1190/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1190/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1191/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1191/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1192/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1192/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.3s [CV 5/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.3s [CV 10/10; 1193/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1193/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1194/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1194/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1195/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1195/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1196/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1196/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1197/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1197/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1198/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1198/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1199/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1199/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1200/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1200/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1201/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1201/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.3s [CV 6/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.3s [CV 7/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.3s [CV 8/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1202/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1202/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.3s [CV 1/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1203/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1203/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.3s [CV 10/10; 1204/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1204/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1205/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1205/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1206/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1206/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1207/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1207/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1208/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1208/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.4s [CV 6/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.3s [CV 7/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1209/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1209/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1210/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1210/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1211/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1211/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1212/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1212/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1213/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1213/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1214/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1214/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1215/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1215/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1216/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1216/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1217/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1217/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1218/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1218/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1219/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1219/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1220/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1220/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.3s [CV 9/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1221/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1221/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1222/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1222/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1223/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1223/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.4s [CV 1/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.3s [CV 2/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.4s [CV 3/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1224/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1224/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1225/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1225/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1226/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1226/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1227/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1227/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.4s [CV 6/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1228/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1228/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1229/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1229/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1230/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1230/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1231/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1231/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1232/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1232/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1233/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1233/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1234/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1234/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1235/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1235/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1236/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1236/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1237/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1237/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.3s [CV 8/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1238/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1238/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1239/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1239/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1240/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1240/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1241/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1241/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1242/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1242/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1243/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1243/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1244/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1244/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1245/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1245/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1246/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1246/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1247/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1247/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.3s [CV 6/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1248/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1248/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1249/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1249/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1250/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1250/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1251/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1251/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1252/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1252/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1253/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1253/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1254/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1254/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1255/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1255/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1256/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1256/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1257/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1257/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1258/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1258/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1259/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1259/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1260/1800] START clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1260/1800] END clf__criterion=entropy, clf__max_depth=4, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1261/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1261/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1262/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1262/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1263/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1263/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1264/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1264/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1265/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1265/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1266/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1266/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1267/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1267/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1268/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1268/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1269/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1269/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1270/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1270/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1271/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1271/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.3s [CV 6/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.3s [CV 7/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.4s [CV 8/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.3s [CV 9/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.3s [CV 10/10; 1272/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1272/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1273/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1273/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1274/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1274/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1275/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1275/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1276/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1276/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1277/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1277/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1278/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1278/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1279/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1279/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 7/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 9/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 10/10; 1280/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1280/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 1/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.3s [CV 2/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1281/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1281/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1282/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1282/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1283/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1283/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1284/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1284/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.3s [CV 5/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1285/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1285/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1286/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1286/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1287/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1287/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1288/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1288/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1289/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1289/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1290/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1290/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1291/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1291/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1292/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1292/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1293/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1293/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.3s [CV 6/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1294/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1294/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1295/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1295/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.4s [CV 5/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1296/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1296/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1297/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1297/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1298/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1298/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1299/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1299/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1300/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1300/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1301/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1301/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1302/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1302/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1303/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1303/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1304/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1304/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1305/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1305/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1306/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1306/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1307/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1307/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1308/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1308/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1309/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1309/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1310/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1310/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1311/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1311/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1312/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1312/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1313/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1313/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1314/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1314/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1315/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1315/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1316/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1316/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1317/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1317/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1318/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1318/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1319/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1319/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1320/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1320/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1321/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1321/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1322/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1322/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1323/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1323/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1324/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1324/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1325/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1325/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1326/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1326/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1327/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1327/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1328/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1328/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 7/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1329/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1329/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1330/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1330/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1331/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1331/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1332/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1332/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1333/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1333/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1334/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1334/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1335/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1335/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1336/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1336/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.3s [CV 1/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.4s [CV 2/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1337/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1337/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1338/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1338/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1339/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1339/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1340/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1340/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1341/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1341/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.3s [CV 1/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1342/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1342/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1343/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1343/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1344/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1344/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1345/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1345/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1346/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1346/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1347/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1347/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1348/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1348/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1349/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1349/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1350/1800] START clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1350/1800] END clf__criterion=entropy, clf__max_depth=5, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1351/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1351/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 5/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1352/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1352/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1353/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1353/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1354/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1354/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1355/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1355/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.3s [CV 9/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1356/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1356/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1357/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1357/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1358/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1358/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1359/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1359/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1360/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1360/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.3s [CV 3/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1361/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1361/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1362/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1362/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1363/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1363/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1364/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1364/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1365/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1365/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1366/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1366/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1367/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1367/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1368/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1368/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1369/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1369/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1370/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1370/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1371/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1371/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1372/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1372/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1373/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1373/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1374/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1374/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1375/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1375/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1376/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1376/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1377/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1377/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1378/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1378/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1379/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1379/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1380/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1380/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1381/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1381/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1382/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1382/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1383/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1383/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1384/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1384/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1385/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1385/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1386/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1386/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1387/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1387/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1388/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1388/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1389/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1389/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1390/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1390/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1391/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1391/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1392/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1392/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1393/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1393/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1394/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1394/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1395/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1395/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1396/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1396/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1397/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1397/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1398/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1398/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1399/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1399/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.3s [CV 1/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.3s [CV 2/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.3s [CV 3/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.3s [CV 4/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.3s [CV 5/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1400/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1400/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1401/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1401/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1402/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1402/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1403/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1403/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1404/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1404/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1405/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1405/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1406/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1406/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1407/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1407/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1408/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1408/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1409/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1409/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1410/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1410/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1411/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1411/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1412/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1412/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.3s [CV 3/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1413/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1413/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1414/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1414/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1415/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1415/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1416/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1416/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1417/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1417/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1418/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1418/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1419/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1419/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1420/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1420/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1421/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1421/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1422/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1422/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1423/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1423/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1424/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1424/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.3s [CV 10/10; 1425/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1425/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1426/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1426/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1427/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1427/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1428/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1428/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1429/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1429/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1430/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1430/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1431/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1431/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1432/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1432/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1433/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1433/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1434/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1434/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1435/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1435/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1436/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1436/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1437/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1437/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1438/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1438/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1439/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1439/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.3s [CV 9/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1440/1800] START clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1440/1800] END clf__criterion=entropy, clf__max_depth=6, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1441/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1441/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 8/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.3s [CV 9/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1442/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1442/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1443/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1443/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1444/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1444/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.3s [CV 4/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1445/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1445/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1446/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1446/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1447/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1447/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1448/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1448/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1449/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1449/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.3s [CV 10/10; 1450/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1450/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1451/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1451/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1452/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1452/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1453/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1453/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1454/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1454/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1455/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1455/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1456/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1456/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1457/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1457/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1458/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1458/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1459/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1459/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1460/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1460/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1461/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1461/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1462/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1462/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.3s [CV 5/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.5s [CV 6/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.3s [CV 8/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 1463/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1463/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1464/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1464/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1465/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1465/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1466/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1466/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.3s [CV 7/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1467/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1467/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1468/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1468/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1469/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1469/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1470/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1470/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1471/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1471/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1472/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1472/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1473/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1473/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1474/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1474/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1475/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1475/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1476/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1476/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1477/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1477/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1478/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1478/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1479/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1479/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1480/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1480/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1481/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1481/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1482/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1482/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1483/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1483/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1484/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1484/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.3s [CV 10/10; 1485/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1485/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.3s [CV 1/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1486/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1486/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1487/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1487/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.3s [CV 6/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1488/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1488/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1489/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1489/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1490/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1490/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1491/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1491/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1492/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1492/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1493/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1493/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1494/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1494/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1495/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1495/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1496/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1496/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1497/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1497/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1498/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1498/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1499/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1499/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1500/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1500/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1501/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1501/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1502/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1502/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1503/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1503/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1504/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1504/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1505/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1505/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1506/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1506/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.3s [CV 7/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1507/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1507/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 1508/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1508/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 4/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 5/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1509/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1509/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1510/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1510/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1511/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1511/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1512/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1512/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1513/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1513/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1514/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1514/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1515/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1515/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1516/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1516/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1517/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1517/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1518/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1518/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1519/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1519/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1520/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1520/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1521/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1521/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1522/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1522/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1523/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1523/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1524/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1524/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.3s [CV 7/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.3s [CV 8/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.3s [CV 9/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.3s [CV 10/10; 1525/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1525/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.3s [CV 1/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.3s [CV 3/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1526/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1526/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1527/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1527/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1528/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1528/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1529/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1529/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1530/1800] START clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1530/1800] END clf__criterion=entropy, clf__max_depth=7, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 5/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 6/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 7/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 8/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1531/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1531/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1532/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1532/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.3s [CV 4/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.3s [CV 6/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.3s [CV 7/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1533/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1533/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1534/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1534/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1535/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1535/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1536/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1536/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.3s [CV 7/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.3s [CV 9/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1537/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1537/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1538/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1538/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1539/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1539/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1540/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1540/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.3s [CV 6/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1541/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1541/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1542/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1542/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.3s [CV 4/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1543/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1543/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1544/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1544/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1545/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1545/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.2s [CV 3/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.3s [CV 4/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.3s [CV 5/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1546/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1546/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1547/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1547/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.3s [CV 2/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.3s [CV 7/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1548/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1548/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1549/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1549/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 3/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1550/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1550/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1551/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1551/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1552/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1552/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.3s [CV 3/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1553/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1553/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1554/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1554/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1555/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1555/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1556/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1556/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.3s [CV 8/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1557/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1557/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1558/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1558/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1559/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1559/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1560/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1560/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1561/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1561/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1562/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1562/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1563/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1563/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1564/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1564/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1565/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1565/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.3s [CV 2/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1566/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1566/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1567/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1567/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.3s [CV 6/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1568/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1568/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1569/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1569/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1570/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1570/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.3s [CV 5/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1571/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1571/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1572/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1572/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1573/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1573/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1574/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1574/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1575/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1575/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1576/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1576/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1577/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1577/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1578/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1578/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1579/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1579/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1580/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1580/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1581/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1581/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1582/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1582/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1583/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1583/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1584/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1584/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1585/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1585/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 5/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 6/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 7/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 8/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 9/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.3s [CV 10/10; 1586/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1586/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1587/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1587/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1588/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1588/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1589/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1589/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1590/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1590/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1591/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1591/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1592/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1592/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1593/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1593/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1594/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1594/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1595/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1595/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1596/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1596/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1597/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1597/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1598/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1598/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1599/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1599/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.3s [CV 3/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1600/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1600/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1601/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1601/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1602/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1602/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1603/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1603/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1604/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1604/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1605/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1605/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1606/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1606/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1607/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1607/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.3s [CV 1/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.3s [CV 2/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1608/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1608/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1609/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1609/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1610/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1610/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1611/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1611/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1612/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1612/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.4s [CV 7/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1613/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1613/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1614/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1614/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.3s [CV 5/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1615/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1615/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1616/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1616/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1617/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1617/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1618/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1618/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 2/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1619/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1619/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 9/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1620/1800] START clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1620/1800] END clf__criterion=entropy, clf__max_depth=8, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1621/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1621/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1622/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1622/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.3s [CV 2/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.3s [CV 3/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1623/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1623/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1624/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1624/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.3s [CV 9/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1625/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1625/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1626/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1626/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1627/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1627/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 6/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1628/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1628/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1629/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1629/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.3s [CV 8/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.3s [CV 10/10; 1630/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1630/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.3s [CV 1/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.3s [CV 2/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1631/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1631/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1632/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1632/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.3s [CV 5/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.3s [CV 7/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.3s [CV 8/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 9/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1633/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1633/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1634/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1634/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.3s [CV 5/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1635/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1635/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1636/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1636/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1637/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1637/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1638/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1638/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.3s [CV 9/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1639/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1639/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1640/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1640/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.3s [CV 8/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1641/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1641/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1642/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1642/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 1643/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1643/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.3s [CV 4/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1644/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1644/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1645/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1645/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1646/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1646/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.3s [CV 5/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1647/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1647/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.3s [CV 10/10; 1648/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1648/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.3s [CV 1/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.3s [CV 6/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1649/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1649/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1650/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1650/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.3s [CV 6/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1651/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1651/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1652/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1652/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1653/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1653/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 10/10; 1654/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1654/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1655/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1655/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.3s [CV 3/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1656/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1656/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1657/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1657/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.3s [CV 2/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1658/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1658/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1659/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1659/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1660/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1660/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1661/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1661/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1662/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1662/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1663/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1663/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.3s [CV 7/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1664/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1664/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1665/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1665/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.1s [CV 1/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.1s [CV 4/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1666/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1666/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1667/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1667/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1668/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1668/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1669/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1669/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1670/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1670/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 7/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1671/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1671/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.3s [CV 2/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.3s [CV 3/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 8/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1672/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1672/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1673/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1673/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1674/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1674/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1675/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1675/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1676/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1676/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1677/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1677/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1678/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1678/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 7/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 9/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1679/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1679/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1680/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1680/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1681/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1681/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1682/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1682/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.3s [CV 9/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1683/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1683/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1684/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1684/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1685/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1685/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1686/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1686/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1687/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1687/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 10/10; 1688/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1688/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 2/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 6/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1689/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1689/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1690/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1690/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1691/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1691/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1692/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1692/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1693/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1693/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 6/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 7/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 8/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1694/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1694/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1695/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1695/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1696/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1696/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 2/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 3/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 4/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 5/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1697/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1697/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1698/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1698/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1699/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1699/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1700/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1700/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1701/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1701/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1702/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1702/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1703/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1703/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1704/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1704/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1705/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1705/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1706/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1706/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1707/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1707/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1708/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1708/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1709/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1709/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.3s [CV 4/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.4s [CV 5/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1710/1800] START clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1710/1800] END clf__criterion=entropy, clf__max_depth=9, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 1/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 2/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 3/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 4/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 5/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 6/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 6/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 7/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 7/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.3s [CV 8/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 8/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 9/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1711/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2 [CV 10/10; 1711/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=2; total time= 0.1s [CV 1/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 1/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 2/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 2/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 3/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 3/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 4/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 5/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 6/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 7/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 8/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 9/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 9/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1712/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3 [CV 10/10; 1712/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 1/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 2/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 2/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 3/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 4/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 5/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 6/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 7/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 8/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 9/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1713/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4 [CV 10/10; 1713/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=4; total time= 0.3s [CV 1/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 1/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.3s [CV 2/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 2/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.3s [CV 3/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 3/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.3s [CV 4/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 4/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 5/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 6/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 7/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 8/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 8/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 9/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1714/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5 [CV 10/10; 1714/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 1/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 2/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 3/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 4/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 5/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 6/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 7/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 8/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 9/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.3s [CV 10/10; 1715/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6 [CV 10/10; 1715/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 1/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.3s [CV 2/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 2/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 3/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 4/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 5/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 6/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 7/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 8/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 9/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1716/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7 [CV 10/10; 1716/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 1/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 2/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 3/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 4/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 5/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 6/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 7/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 7/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 8/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 9/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1717/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8 [CV 10/10; 1717/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 1/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 2/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 3/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 3/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 4/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 5/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 5/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.3s [CV 6/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 6/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 7/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 8/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 9/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1718/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9 [CV 10/10; 1718/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 1/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 2/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 3/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 3/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 4/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 5/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 6/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 7/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 8/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 9/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.1s [CV 10/10; 1719/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10 [CV 10/10; 1719/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=1, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 1/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 2/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 3/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 3/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 4/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 5/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 6/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 7/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 8/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 9/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.3s [CV 10/10; 1720/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2 [CV 10/10; 1720/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 1/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.3s [CV 2/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 2/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 3/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.3s [CV 4/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 4/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 5/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 6/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 7/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 8/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 8/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 9/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1721/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3 [CV 10/10; 1721/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=3; total time= 0.1s [CV 1/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 1/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 2/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 3/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 3/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 4/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 5/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 6/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 7/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 8/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 9/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1722/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4 [CV 10/10; 1722/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 1/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 2/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 2/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 3/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 4/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 5/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 6/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 7/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.3s [CV 8/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 8/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 9/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1723/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5 [CV 10/10; 1723/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 1/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 2/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 3/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 4/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 5/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 6/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 7/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 8/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 9/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1724/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6 [CV 10/10; 1724/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 1/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 2/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 3/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 4/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.3s [CV 5/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 5/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.3s [CV 6/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 6/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.3s [CV 7/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 7/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 8/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 9/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1725/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7 [CV 10/10; 1725/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 1/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 2/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 3/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 4/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 5/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 6/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 7/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 8/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 9/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1726/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8 [CV 10/10; 1726/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 1/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 2/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 3/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 4/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 5/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 6/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 7/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 8/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 9/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.3s [CV 10/10; 1727/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9 [CV 10/10; 1727/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=9; total time= 0.3s [CV 1/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 1/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 2/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 2/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.3s [CV 3/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 3/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 4/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 5/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 5/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 6/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 7/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 8/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 9/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1728/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10 [CV 10/10; 1728/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=2, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 1/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 2/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 3/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 4/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.1s [CV 5/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 5/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 6/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 7/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 8/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 9/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1729/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2 [CV 10/10; 1729/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 1/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 2/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 3/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 4/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 5/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 5/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 6/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 6/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 7/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 7/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 8/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 8/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.3s [CV 9/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 9/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.4s [CV 10/10; 1730/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3 [CV 10/10; 1730/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 1/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 2/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 3/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 4/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 5/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 6/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 7/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 8/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 8/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 9/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1731/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4 [CV 10/10; 1731/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 1/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 2/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 3/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 3/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 4/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 5/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 6/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.3s [CV 7/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 7/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.3s [CV 8/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 8/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.3s [CV 9/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 9/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1732/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5 [CV 10/10; 1732/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 1/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 2/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 3/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 3/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 4/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 5/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 6/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 7/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.1s [CV 8/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 8/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 9/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1733/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6 [CV 10/10; 1733/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 1/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 2/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 3/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 3/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 4/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 5/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 6/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 7/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 8/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 9/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1734/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7 [CV 10/10; 1734/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 1/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 2/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 3/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 4/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 5/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 6/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 7/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 8/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 9/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1735/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8 [CV 10/10; 1735/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 1/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 2/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 3/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 4/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 5/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 6/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 7/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 8/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 9/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1736/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9 [CV 10/10; 1736/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 1/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 2/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 2/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 3/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 4/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 5/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 6/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 7/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.1s [CV 8/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 8/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 9/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1737/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10 [CV 10/10; 1737/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=3, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 1/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 2/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 3/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 4/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 5/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 6/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 7/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 8/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 9/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.1s [CV 10/10; 1738/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2 [CV 10/10; 1738/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 1/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 2/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 3/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 4/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 5/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 6/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 7/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 8/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 9/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1739/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3 [CV 10/10; 1739/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 1/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 2/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 3/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 4/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 5/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 6/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 7/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 8/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 9/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1740/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4 [CV 10/10; 1740/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 1/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 2/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 3/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 4/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 4/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.2s [CV 5/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 5/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 6/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 7/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 8/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 9/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1741/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5 [CV 10/10; 1741/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 1/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 2/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 3/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 4/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 5/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 6/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 7/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 8/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 9/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1742/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6 [CV 10/10; 1742/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 1/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 2/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 3/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 4/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 5/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 6/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 7/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 8/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.3s [CV 9/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 9/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1743/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7 [CV 10/10; 1743/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 1/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.2s [CV 2/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 2/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 3/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 4/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 5/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 6/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 7/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 8/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.1s [CV 9/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 9/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1744/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8 [CV 10/10; 1744/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 1/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 2/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 3/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 4/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 4/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 5/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 6/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 7/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 8/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 9/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1745/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9 [CV 10/10; 1745/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 1/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 2/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 3/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.3s [CV 4/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 4/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 5/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 6/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 7/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 8/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 9/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1746/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10 [CV 10/10; 1746/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=4, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 1/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 2/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 3/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 4/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 5/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 6/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 7/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 7/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 8/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 9/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1747/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2 [CV 10/10; 1747/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 1/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 2/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 3/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 4/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 5/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 6/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.1s [CV 7/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 7/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 8/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 9/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 9/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 10/10; 1748/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3 [CV 10/10; 1748/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 1/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 2/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 3/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 4/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 5/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 6/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 7/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 8/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 9/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1749/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4 [CV 10/10; 1749/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 1/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 2/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 3/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 4/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 5/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 6/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 7/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 8/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 9/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1750/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5 [CV 10/10; 1750/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=5; total time= 0.1s [CV 1/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 1/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 2/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 3/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 4/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 5/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 6/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 6/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.3s [CV 7/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 7/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 8/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 9/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.3s [CV 10/10; 1751/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6 [CV 10/10; 1751/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 1/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 2/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 3/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 4/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 5/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 6/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 7/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 7/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 8/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 9/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 9/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1752/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7 [CV 10/10; 1752/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 1/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 2/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 3/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 4/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 5/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 6/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 7/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 8/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 9/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1753/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8 [CV 10/10; 1753/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 1/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 2/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.3s [CV 3/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 3/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.3s [CV 4/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 4/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 5/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 5/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 6/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 6/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.2s [CV 7/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 7/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 8/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 8/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.1s [CV 9/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 9/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1754/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9 [CV 10/10; 1754/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 1/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 2/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 3/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 4/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 5/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 6/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 7/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 8/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 9/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1755/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10 [CV 10/10; 1755/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=5, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 1/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 2/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 3/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 4/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 5/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 6/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 7/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 8/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 9/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1756/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2 [CV 10/10; 1756/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 1/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 2/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 2/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 3/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.2s [CV 4/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 4/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.1s [CV 5/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 5/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 6/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 7/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 8/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 9/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1757/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3 [CV 10/10; 1757/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 1/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 2/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 3/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 4/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 5/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 6/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 7/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 8/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 9/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1758/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4 [CV 10/10; 1758/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 1/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 2/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 3/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 4/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 4/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 5/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.1s [CV 6/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 6/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 7/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 8/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 9/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1759/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5 [CV 10/10; 1759/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 1/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.1s [CV 2/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 2/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 3/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 4/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 5/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 6/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 7/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 8/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 9/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1760/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6 [CV 10/10; 1760/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 1/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 2/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 3/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 4/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 5/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 5/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 6/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 6/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 7/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.1s [CV 8/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 8/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 9/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1761/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7 [CV 10/10; 1761/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 1/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 2/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 3/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 4/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 4/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 5/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 5/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 6/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 7/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 8/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 9/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1762/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8 [CV 10/10; 1762/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=8; total time= 0.1s [CV 1/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 1/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 2/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 3/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 4/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 5/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 6/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 7/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 8/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 9/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1763/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9 [CV 10/10; 1763/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=9; total time= 0.1s [CV 1/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 1/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 2/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 3/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 4/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 4/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 5/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 6/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 6/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 7/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 8/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 9/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 10/10; 1764/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10 [CV 10/10; 1764/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=6, clf__min_samples_split=10; total time= 0.2s [CV 1/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 1/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 2/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 2/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 3/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 4/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 5/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.1s [CV 6/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 6/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 7/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 8/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 8/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 9/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 9/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1765/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2 [CV 10/10; 1765/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 1/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 2/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 3/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 4/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 5/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 6/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 7/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 8/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 9/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1766/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3 [CV 10/10; 1766/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 1/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 2/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 3/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 4/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 4/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.0s [CV 5/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 5/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 6/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 6/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.1s [CV 7/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 7/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 8/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 9/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 9/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 10/10; 1767/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4 [CV 10/10; 1767/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=4; total time= 0.2s [CV 1/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 1/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 2/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 2/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.2s [CV 3/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 3/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 4/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 5/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 6/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.1s [CV 7/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 7/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 8/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 9/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1768/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5 [CV 10/10; 1768/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 1/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 2/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 3/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 4/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 5/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 6/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 7/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 8/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 9/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1769/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6 [CV 10/10; 1769/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=6; total time= 0.0s [CV 1/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 1/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 2/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 2/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 3/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 4/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 4/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 5/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 6/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 7/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 8/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.4s [CV 9/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 9/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 10/10; 1770/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7 [CV 10/10; 1770/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 1/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 2/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 2/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 3/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 4/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 4/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 5/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 6/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 6/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 7/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 7/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 8/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 8/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 9/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 9/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1771/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8 [CV 10/10; 1771/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=8; total time= 0.2s [CV 1/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 1/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 2/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 3/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 4/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 5/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 6/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 7/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 8/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 9/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1772/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9 [CV 10/10; 1772/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 1/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 2/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 3/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 4/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 5/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 6/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.1s [CV 7/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 7/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 8/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 9/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1773/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10 [CV 10/10; 1773/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=7, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 1/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 2/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 3/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 3/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 4/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 4/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 5/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 5/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 6/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 6/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 7/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 7/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 8/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 9/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1774/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2 [CV 10/10; 1774/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 1/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 2/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 3/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 4/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 5/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 6/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 7/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 8/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 9/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1775/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3 [CV 10/10; 1775/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 1/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 2/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 3/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 4/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 5/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.3s [CV 6/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 6/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 7/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 7/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.2s [CV 8/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 8/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 9/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 9/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1776/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4 [CV 10/10; 1776/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=4; total time= 0.1s [CV 1/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 1/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 2/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 3/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 4/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 5/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 6/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 7/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 8/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 9/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 10/10; 1777/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5 [CV 10/10; 1777/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 1/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 2/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 3/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 4/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 5/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 6/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 7/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 8/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 9/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.1s [CV 10/10; 1778/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6 [CV 10/10; 1778/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=6; total time= 0.2s [CV 1/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 1/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 2/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 3/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 3/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 4/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 4/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.3s [CV 5/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 5/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 6/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 7/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 7/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 8/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 9/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1779/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7 [CV 10/10; 1779/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=7; total time= 0.0s [CV 1/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 1/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 2/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 3/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 4/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 5/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 6/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 7/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 8/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 9/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1780/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8 [CV 10/10; 1780/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 1/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 2/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 3/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 4/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 5/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 5/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 6/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 6/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 7/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 8/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 8/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 9/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 9/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 10/10; 1781/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9 [CV 10/10; 1781/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=9; total time= 0.2s [CV 1/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 1/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.3s [CV 2/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 2/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 3/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 4/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 5/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 6/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 7/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 8/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 9/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1782/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10 [CV 10/10; 1782/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=8, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 1/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.1s [CV 2/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 2/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 3/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 4/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 5/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 6/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 7/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 8/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 8/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 9/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 9/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 10/10; 1783/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2 [CV 10/10; 1783/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=2; total time= 0.2s [CV 1/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 1/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.3s [CV 2/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 2/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.2s [CV 3/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 3/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 4/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 4/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 5/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.1s [CV 6/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 6/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 7/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 8/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 9/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 10/10; 1784/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3 [CV 10/10; 1784/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=3; total time= 0.0s [CV 1/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 1/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 2/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 2/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 3/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 3/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 4/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 4/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 5/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 5/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 6/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 6/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 7/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 8/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 9/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.1s [CV 10/10; 1785/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4 [CV 10/10; 1785/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 1/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 2/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 3/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 4/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.1s [CV 5/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 5/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 6/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 6/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 7/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 7/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 8/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 8/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 9/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 9/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 10/10; 1786/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5 [CV 10/10; 1786/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=5; total time= 0.2s [CV 1/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 1/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 2/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 3/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 4/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 4/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 5/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 5/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 6/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 6/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 7/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 7/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 8/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 8/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 9/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 9/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.0s [CV 10/10; 1787/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6 [CV 10/10; 1787/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=6; total time= 0.1s [CV 1/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 1/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 2/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 2/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 3/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 3/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.0s [CV 4/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 4/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.1s [CV 5/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 5/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 6/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 7/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 7/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 8/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 8/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 9/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 9/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 10/10; 1788/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7 [CV 10/10; 1788/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=7; total time= 0.2s [CV 1/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 1/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 2/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 3/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 3/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 4/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.1s [CV 5/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 5/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 6/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 6/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 7/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 8/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 9/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 10/10; 1789/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8 [CV 10/10; 1789/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=8; total time= 0.0s [CV 1/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 1/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 2/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 2/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 3/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 3/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 4/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 4/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 5/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 5/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 6/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.1s [CV 7/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 7/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 8/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 9/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 10/10; 1790/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9 [CV 10/10; 1790/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 1/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 2/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 3/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 3/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 4/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 4/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 5/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 5/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 6/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 6/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 7/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 7/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.2s [CV 8/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 8/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.1s [CV 9/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 9/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1791/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10 [CV 10/10; 1791/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=9, clf__min_samples_split=10; total time= 0.0s [CV 1/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 1/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 2/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 2/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 3/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 3/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 4/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 4/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 5/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 5/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 6/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 6/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 7/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 7/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 8/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 8/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.1s [CV 9/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 9/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 10/10; 1792/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2 [CV 10/10; 1792/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=2; total time= 0.0s [CV 1/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 1/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 2/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 2/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 3/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 3/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 4/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 4/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 5/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 5/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 6/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 6/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 7/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 7/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 8/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 8/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.0s [CV 9/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 9/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.1s [CV 10/10; 1793/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3 [CV 10/10; 1793/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=3; total time= 0.2s [CV 1/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 1/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 2/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 2/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 3/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 3/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 4/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 4/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 5/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 5/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.2s [CV 6/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 6/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 7/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 7/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 8/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 8/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 9/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 9/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 10/10; 1794/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4 [CV 10/10; 1794/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=4; total time= 0.0s [CV 1/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 1/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 2/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 2/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 3/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 3/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 4/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 4/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 5/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 5/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 6/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 6/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 7/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 7/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 8/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 8/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 9/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 9/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.1s [CV 10/10; 1795/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5 [CV 10/10; 1795/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=5; total time= 0.0s [CV 1/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 1/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 2/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 2/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.0s [CV 3/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 3/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 4/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 4/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 5/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 5/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 6/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 6/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.1s [CV 7/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 7/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 8/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 8/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.2s [CV 9/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 9/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.3s [CV 10/10; 1796/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6 [CV 10/10; 1796/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=6; total time= 0.4s [CV 1/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 1/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 2/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 2/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 3/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 3/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 4/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 4/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 5/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 5/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.2s [CV 6/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 6/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 7/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 7/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 8/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 8/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 9/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 9/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.0s [CV 10/10; 1797/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7 [CV 10/10; 1797/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=7; total time= 0.1s [CV 1/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 1/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 2/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 2/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 3/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 3/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 4/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 4/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 5/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 5/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.1s [CV 6/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 6/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 7/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 7/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 8/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 8/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.0s [CV 9/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 9/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.2s [CV 10/10; 1798/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8 [CV 10/10; 1798/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=8; total time= 0.3s [CV 1/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 1/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 2/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 2/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 3/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 3/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.2s [CV 4/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 4/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.3s [CV 5/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 5/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 6/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 6/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 7/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 7/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 8/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 8/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 9/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 9/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.1s [CV 10/10; 1799/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9 [CV 10/10; 1799/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=9; total time= 0.0s [CV 1/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 1/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 2/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 2/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 3/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 3/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 4/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 4/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 5/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 5/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 6/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 6/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 7/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 7/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 8/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 8/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 9/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 9/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s [CV 10/10; 1800/1800] START clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10 [CV 10/10; 1800/1800] END clf__criterion=entropy, clf__max_depth=10, clf__min_samples_leaf=10, clf__min_samples_split=10; total time= 0.0s
GridSearchCV(cv=10,
estimator=Pipeline(steps=[('scl', StandardScaler()),
('clf', RandomForestClassifier())]),
param_grid=[{'clf__criterion': ['gini', 'entropy'],
'clf__max_depth': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
'clf__min_samples_leaf': [1, 2, 3, 4, 5, 6, 7, 8, 9,
10],
'clf__min_samples_split': [2, 3, 4, 5, 6, 7, 8, 9,
10]}],
scoring='accuracy', verbose=100)
# Melhores parametros e scoring
print('Melhores parâmetros: %s' % gs_rf.best_params_)
print('Melhores Acurácia: %.3f' % gs_rf.best_score_)
Melhores parâmetros: {'clf__criterion': 'gini', 'clf__max_depth': 10, 'clf__min_samples_leaf': 1, 'clf__min_samples_split': 2}
Melhores Acurácia: 0.800
O método fit() é utilizado para treinar o algorítimo e verificar seu desempenho.
gs_svm.fit(X_train,y)
Fitting 10 folds for each of 20 candidates, totalling 200 fits [CV 1/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 1/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 2/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 2/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 3/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 3/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 4/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 4/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 5/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 5/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 6/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 6/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 7/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 7/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 8/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 8/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 9/10; 1/20] START clf__C=1, clf__kernel=linear.............................. [CV 9/10; 1/20] END ............clf__C=1, clf__kernel=linear; total time= 0.0s [CV 10/10; 1/20] START clf__C=1, clf__kernel=linear............................. [CV 10/10; 1/20] END ...........clf__C=1, clf__kernel=linear; total time= 0.0s [CV 1/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 1/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 2/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 2/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 3/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 3/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 4/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 4/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 5/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 5/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 6/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 6/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 7/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 7/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 8/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 8/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 9/10; 2/20] START clf__C=1, clf__kernel=rbf................................. [CV 9/10; 2/20] END ...............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 10/10; 2/20] START clf__C=1, clf__kernel=rbf................................ [CV 10/10; 2/20] END ..............clf__C=1, clf__kernel=rbf; total time= 0.0s [CV 1/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 1/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 2/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 2/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 3/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 3/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 4/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 4/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 5/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 5/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 6/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 6/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 7/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 7/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 8/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 8/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 9/10; 3/20] START clf__C=2, clf__kernel=linear.............................. [CV 9/10; 3/20] END ............clf__C=2, clf__kernel=linear; total time= 0.0s [CV 10/10; 3/20] START clf__C=2, clf__kernel=linear............................. [CV 10/10; 3/20] END ...........clf__C=2, clf__kernel=linear; total time= 0.0s [CV 1/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 1/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 2/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 2/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 3/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 3/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 4/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 4/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 5/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 5/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 6/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 6/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 7/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 7/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 8/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 8/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 9/10; 4/20] START clf__C=2, clf__kernel=rbf................................. [CV 9/10; 4/20] END ...............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 10/10; 4/20] START clf__C=2, clf__kernel=rbf................................ [CV 10/10; 4/20] END ..............clf__C=2, clf__kernel=rbf; total time= 0.0s [CV 1/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 1/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 2/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 2/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 3/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 3/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 4/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 4/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 5/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 5/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 6/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 6/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 7/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 7/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 8/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 8/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 9/10; 5/20] START clf__C=3, clf__kernel=linear.............................. [CV 9/10; 5/20] END ............clf__C=3, clf__kernel=linear; total time= 0.0s [CV 10/10; 5/20] START clf__C=3, clf__kernel=linear............................. [CV 10/10; 5/20] END ...........clf__C=3, clf__kernel=linear; total time= 0.0s [CV 1/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 1/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 2/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 2/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 3/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 3/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 4/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 4/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 5/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 5/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 6/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 6/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 7/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 7/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 8/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 8/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 9/10; 6/20] START clf__C=3, clf__kernel=rbf................................. [CV 9/10; 6/20] END ...............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 10/10; 6/20] START clf__C=3, clf__kernel=rbf................................ [CV 10/10; 6/20] END ..............clf__C=3, clf__kernel=rbf; total time= 0.0s [CV 1/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 1/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 2/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 2/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 3/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 3/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 4/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 4/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 5/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 5/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 6/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 6/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 7/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 7/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 8/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 8/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 9/10; 7/20] START clf__C=4, clf__kernel=linear.............................. [CV 9/10; 7/20] END ............clf__C=4, clf__kernel=linear; total time= 0.0s [CV 10/10; 7/20] START clf__C=4, clf__kernel=linear............................. [CV 10/10; 7/20] END ...........clf__C=4, clf__kernel=linear; total time= 0.0s [CV 1/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 1/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 2/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 2/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 3/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 3/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 4/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 4/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 5/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 5/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 6/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 6/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 7/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 7/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 8/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 8/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 9/10; 8/20] START clf__C=4, clf__kernel=rbf................................. [CV 9/10; 8/20] END ...............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 10/10; 8/20] START clf__C=4, clf__kernel=rbf................................ [CV 10/10; 8/20] END ..............clf__C=4, clf__kernel=rbf; total time= 0.0s [CV 1/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 1/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 2/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 2/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 3/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 3/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 4/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 4/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 5/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 5/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 6/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 6/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 7/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 7/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 8/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 8/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 9/10; 9/20] START clf__C=5, clf__kernel=linear.............................. [CV 9/10; 9/20] END ............clf__C=5, clf__kernel=linear; total time= 0.0s [CV 10/10; 9/20] START clf__C=5, clf__kernel=linear............................. [CV 10/10; 9/20] END ...........clf__C=5, clf__kernel=linear; total time= 0.0s [CV 1/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 1/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 2/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 2/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 3/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 3/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 4/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 4/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 5/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 5/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 6/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 6/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 7/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 7/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 8/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 8/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 9/10; 10/20] START clf__C=5, clf__kernel=rbf................................ [CV 9/10; 10/20] END ..............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 10/10; 10/20] START clf__C=5, clf__kernel=rbf............................... [CV 10/10; 10/20] END .............clf__C=5, clf__kernel=rbf; total time= 0.0s [CV 1/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 1/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 2/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 2/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 3/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 3/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 4/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 4/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 5/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 5/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 6/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 6/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 7/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 7/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 8/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 8/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 9/10; 11/20] START clf__C=6, clf__kernel=linear............................. [CV 9/10; 11/20] END ...........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 10/10; 11/20] START clf__C=6, clf__kernel=linear............................ [CV 10/10; 11/20] END ..........clf__C=6, clf__kernel=linear; total time= 0.0s [CV 1/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 1/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 2/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 2/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 3/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 3/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 4/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 4/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 5/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 5/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 6/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 6/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 7/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 7/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 8/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 8/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 9/10; 12/20] START clf__C=6, clf__kernel=rbf................................ [CV 9/10; 12/20] END ..............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 10/10; 12/20] START clf__C=6, clf__kernel=rbf............................... [CV 10/10; 12/20] END .............clf__C=6, clf__kernel=rbf; total time= 0.0s [CV 1/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 1/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 2/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 2/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 3/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 3/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 4/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 4/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 5/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 5/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 6/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 6/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 7/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 7/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 8/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 8/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 9/10; 13/20] START clf__C=7, clf__kernel=linear............................. [CV 9/10; 13/20] END ...........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 10/10; 13/20] START clf__C=7, clf__kernel=linear............................ [CV 10/10; 13/20] END ..........clf__C=7, clf__kernel=linear; total time= 0.0s [CV 1/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 1/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 2/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 2/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 3/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 3/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 4/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 4/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 5/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 5/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 6/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 6/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 7/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 7/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 8/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 8/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 9/10; 14/20] START clf__C=7, clf__kernel=rbf................................ [CV 9/10; 14/20] END ..............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 10/10; 14/20] START clf__C=7, clf__kernel=rbf............................... [CV 10/10; 14/20] END .............clf__C=7, clf__kernel=rbf; total time= 0.0s [CV 1/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 1/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 2/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 2/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 3/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 3/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 4/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 4/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 5/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 5/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 6/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 6/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 7/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 7/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 8/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 8/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 9/10; 15/20] START clf__C=8, clf__kernel=linear............................. [CV 9/10; 15/20] END ...........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 10/10; 15/20] START clf__C=8, clf__kernel=linear............................ [CV 10/10; 15/20] END ..........clf__C=8, clf__kernel=linear; total time= 0.0s [CV 1/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 1/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 2/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 2/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 3/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 3/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 4/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 4/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 5/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 5/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 6/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 6/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 7/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 7/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 8/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 8/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 9/10; 16/20] START clf__C=8, clf__kernel=rbf................................ [CV 9/10; 16/20] END ..............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 10/10; 16/20] START clf__C=8, clf__kernel=rbf............................... [CV 10/10; 16/20] END .............clf__C=8, clf__kernel=rbf; total time= 0.0s [CV 1/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 1/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 2/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 2/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 3/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 3/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 4/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 4/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 5/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 5/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 6/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 6/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 7/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 7/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 8/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 8/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 9/10; 17/20] START clf__C=9, clf__kernel=linear............................. [CV 9/10; 17/20] END ...........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 10/10; 17/20] START clf__C=9, clf__kernel=linear............................ [CV 10/10; 17/20] END ..........clf__C=9, clf__kernel=linear; total time= 0.0s [CV 1/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 1/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 2/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 2/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 3/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 3/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 4/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 4/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 5/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 5/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 6/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 6/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 7/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 7/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 8/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 8/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 9/10; 18/20] START clf__C=9, clf__kernel=rbf................................ [CV 9/10; 18/20] END ..............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 10/10; 18/20] START clf__C=9, clf__kernel=rbf............................... [CV 10/10; 18/20] END .............clf__C=9, clf__kernel=rbf; total time= 0.0s [CV 1/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 1/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 2/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 2/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 3/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 3/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 4/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 4/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 5/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 5/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 6/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 6/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 7/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 7/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 8/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 8/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 9/10; 19/20] START clf__C=10, clf__kernel=linear............................ [CV 9/10; 19/20] END ..........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 10/10; 19/20] START clf__C=10, clf__kernel=linear........................... [CV 10/10; 19/20] END .........clf__C=10, clf__kernel=linear; total time= 0.0s [CV 1/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 1/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 2/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 2/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 3/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 3/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 4/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 4/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 5/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 5/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 6/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 6/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 7/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 7/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 8/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 8/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 9/10; 20/20] START clf__C=10, clf__kernel=rbf............................... [CV 9/10; 20/20] END .............clf__C=10, clf__kernel=rbf; total time= 0.0s [CV 10/10; 20/20] START clf__C=10, clf__kernel=rbf.............................. [CV 10/10; 20/20] END ............clf__C=10, clf__kernel=rbf; total time= 0.0s
GridSearchCV(cv=10,
estimator=Pipeline(steps=[('scl', StandardScaler()),
('clf', SVC())]),
param_grid=[{'clf__C': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
'clf__kernel': ['linear', 'rbf']}],
scoring='accuracy', verbose=100)
# Melhores parametros e scoring
print('Melhores parâmetros: %s' % gs_svm.best_params_)
print('Melhores Acurácia: %.3f' % gs_svm.best_score_)
Melhores parâmetros: {'clf__C': 1, 'clf__kernel': 'linear'}
Melhores Acurácia: 0.554
O método fit() é utilizado para treinar o algorítimo e verificar seu desempenho.
gs_knn.fit(X_train,y)
Fitting 10 folds for each of 10 candidates, totalling 100 fits [CV 1/10; 1/10] START clf__n_neighbors=1........................................ [CV 1/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 2/10; 1/10] START clf__n_neighbors=1........................................ [CV 2/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 3/10; 1/10] START clf__n_neighbors=1........................................ [CV 3/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 4/10; 1/10] START clf__n_neighbors=1........................................ [CV 4/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 5/10; 1/10] START clf__n_neighbors=1........................................ [CV 5/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 6/10; 1/10] START clf__n_neighbors=1........................................ [CV 6/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 7/10; 1/10] START clf__n_neighbors=1........................................ [CV 7/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 8/10; 1/10] START clf__n_neighbors=1........................................ [CV 8/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 9/10; 1/10] START clf__n_neighbors=1........................................ [CV 9/10; 1/10] END ......................clf__n_neighbors=1; total time= 0.0s [CV 10/10; 1/10] START clf__n_neighbors=1....................................... [CV 10/10; 1/10] END .....................clf__n_neighbors=1; total time= 0.0s [CV 1/10; 2/10] START clf__n_neighbors=2........................................ [CV 1/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 2/10; 2/10] START clf__n_neighbors=2........................................ [CV 2/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 3/10; 2/10] START clf__n_neighbors=2........................................ [CV 3/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 4/10; 2/10] START clf__n_neighbors=2........................................ [CV 4/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 5/10; 2/10] START clf__n_neighbors=2........................................ [CV 5/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 6/10; 2/10] START clf__n_neighbors=2........................................ [CV 6/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 7/10; 2/10] START clf__n_neighbors=2........................................ [CV 7/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 8/10; 2/10] START clf__n_neighbors=2........................................ [CV 8/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 9/10; 2/10] START clf__n_neighbors=2........................................ [CV 9/10; 2/10] END ......................clf__n_neighbors=2; total time= 0.0s [CV 10/10; 2/10] START clf__n_neighbors=2....................................... [CV 10/10; 2/10] END .....................clf__n_neighbors=2; total time= 0.0s [CV 1/10; 3/10] START clf__n_neighbors=3........................................ [CV 1/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 2/10; 3/10] START clf__n_neighbors=3........................................ [CV 2/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 3/10; 3/10] START clf__n_neighbors=3........................................ [CV 3/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 4/10; 3/10] START clf__n_neighbors=3........................................ [CV 4/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 5/10; 3/10] START clf__n_neighbors=3........................................ [CV 5/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 6/10; 3/10] START clf__n_neighbors=3........................................ [CV 6/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 7/10; 3/10] START clf__n_neighbors=3........................................ [CV 7/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 8/10; 3/10] START clf__n_neighbors=3........................................ [CV 8/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 9/10; 3/10] START clf__n_neighbors=3........................................ [CV 9/10; 3/10] END ......................clf__n_neighbors=3; total time= 0.0s [CV 10/10; 3/10] START clf__n_neighbors=3....................................... [CV 10/10; 3/10] END .....................clf__n_neighbors=3; total time= 0.0s [CV 1/10; 4/10] START clf__n_neighbors=4........................................ [CV 1/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 2/10; 4/10] START clf__n_neighbors=4........................................ [CV 2/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 3/10; 4/10] START clf__n_neighbors=4........................................ [CV 3/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 4/10; 4/10] START clf__n_neighbors=4........................................ [CV 4/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 5/10; 4/10] START clf__n_neighbors=4........................................ [CV 5/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 6/10; 4/10] START clf__n_neighbors=4........................................ [CV 6/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 7/10; 4/10] START clf__n_neighbors=4........................................ [CV 7/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 8/10; 4/10] START clf__n_neighbors=4........................................ [CV 8/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 9/10; 4/10] START clf__n_neighbors=4........................................ [CV 9/10; 4/10] END ......................clf__n_neighbors=4; total time= 0.0s [CV 10/10; 4/10] START clf__n_neighbors=4....................................... [CV 10/10; 4/10] END .....................clf__n_neighbors=4; total time= 0.0s [CV 1/10; 5/10] START clf__n_neighbors=5........................................ [CV 1/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 2/10; 5/10] START clf__n_neighbors=5........................................ [CV 2/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 3/10; 5/10] START clf__n_neighbors=5........................................ [CV 3/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 4/10; 5/10] START clf__n_neighbors=5........................................ [CV 4/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 5/10; 5/10] START clf__n_neighbors=5........................................ [CV 5/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 6/10; 5/10] START clf__n_neighbors=5........................................ [CV 6/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 7/10; 5/10] START clf__n_neighbors=5........................................ [CV 7/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 8/10; 5/10] START clf__n_neighbors=5........................................ [CV 8/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 9/10; 5/10] START clf__n_neighbors=5........................................ [CV 9/10; 5/10] END ......................clf__n_neighbors=5; total time= 0.0s [CV 10/10; 5/10] START clf__n_neighbors=5....................................... [CV 10/10; 5/10] END .....................clf__n_neighbors=5; total time= 0.0s [CV 1/10; 6/10] START clf__n_neighbors=6........................................ [CV 1/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 2/10; 6/10] START clf__n_neighbors=6........................................ [CV 2/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 3/10; 6/10] START clf__n_neighbors=6........................................ [CV 3/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 4/10; 6/10] START clf__n_neighbors=6........................................ [CV 4/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 5/10; 6/10] START clf__n_neighbors=6........................................ [CV 5/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 6/10; 6/10] START clf__n_neighbors=6........................................ [CV 6/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 7/10; 6/10] START clf__n_neighbors=6........................................ [CV 7/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 8/10; 6/10] START clf__n_neighbors=6........................................ [CV 8/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 9/10; 6/10] START clf__n_neighbors=6........................................ [CV 9/10; 6/10] END ......................clf__n_neighbors=6; total time= 0.0s [CV 10/10; 6/10] START clf__n_neighbors=6....................................... [CV 10/10; 6/10] END .....................clf__n_neighbors=6; total time= 0.0s [CV 1/10; 7/10] START clf__n_neighbors=7........................................ [CV 1/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 2/10; 7/10] START clf__n_neighbors=7........................................ [CV 2/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 3/10; 7/10] START clf__n_neighbors=7........................................ [CV 3/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 4/10; 7/10] START clf__n_neighbors=7........................................ [CV 4/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 5/10; 7/10] START clf__n_neighbors=7........................................ [CV 5/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 6/10; 7/10] START clf__n_neighbors=7........................................ [CV 6/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 7/10; 7/10] START clf__n_neighbors=7........................................ [CV 7/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 8/10; 7/10] START clf__n_neighbors=7........................................ [CV 8/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 9/10; 7/10] START clf__n_neighbors=7........................................ [CV 9/10; 7/10] END ......................clf__n_neighbors=7; total time= 0.0s [CV 10/10; 7/10] START clf__n_neighbors=7....................................... [CV 10/10; 7/10] END .....................clf__n_neighbors=7; total time= 0.0s [CV 1/10; 8/10] START clf__n_neighbors=8........................................ [CV 1/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 2/10; 8/10] START clf__n_neighbors=8........................................ [CV 2/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 3/10; 8/10] START clf__n_neighbors=8........................................ [CV 3/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 4/10; 8/10] START clf__n_neighbors=8........................................ [CV 4/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 5/10; 8/10] START clf__n_neighbors=8........................................ [CV 5/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 6/10; 8/10] START clf__n_neighbors=8........................................ [CV 6/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 7/10; 8/10] START clf__n_neighbors=8........................................ [CV 7/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 8/10; 8/10] START clf__n_neighbors=8........................................ [CV 8/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 9/10; 8/10] START clf__n_neighbors=8........................................ [CV 9/10; 8/10] END ......................clf__n_neighbors=8; total time= 0.0s [CV 10/10; 8/10] START clf__n_neighbors=8....................................... [CV 10/10; 8/10] END .....................clf__n_neighbors=8; total time= 0.0s [CV 1/10; 9/10] START clf__n_neighbors=9........................................ [CV 1/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 2/10; 9/10] START clf__n_neighbors=9........................................ [CV 2/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 3/10; 9/10] START clf__n_neighbors=9........................................ [CV 3/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 4/10; 9/10] START clf__n_neighbors=9........................................ [CV 4/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 5/10; 9/10] START clf__n_neighbors=9........................................ [CV 5/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 6/10; 9/10] START clf__n_neighbors=9........................................ [CV 6/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 7/10; 9/10] START clf__n_neighbors=9........................................ [CV 7/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 8/10; 9/10] START clf__n_neighbors=9........................................ [CV 8/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 9/10; 9/10] START clf__n_neighbors=9........................................ [CV 9/10; 9/10] END ......................clf__n_neighbors=9; total time= 0.0s [CV 10/10; 9/10] START clf__n_neighbors=9....................................... [CV 10/10; 9/10] END .....................clf__n_neighbors=9; total time= 0.0s [CV 1/10; 10/10] START clf__n_neighbors=10...................................... [CV 1/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 2/10; 10/10] START clf__n_neighbors=10...................................... [CV 2/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 3/10; 10/10] START clf__n_neighbors=10...................................... [CV 3/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 4/10; 10/10] START clf__n_neighbors=10...................................... [CV 4/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 5/10; 10/10] START clf__n_neighbors=10...................................... [CV 5/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 6/10; 10/10] START clf__n_neighbors=10...................................... [CV 6/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 7/10; 10/10] START clf__n_neighbors=10...................................... [CV 7/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 8/10; 10/10] START clf__n_neighbors=10...................................... [CV 8/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 9/10; 10/10] START clf__n_neighbors=10...................................... [CV 9/10; 10/10] END ....................clf__n_neighbors=10; total time= 0.0s [CV 10/10; 10/10] START clf__n_neighbors=10..................................... [CV 10/10; 10/10] END ...................clf__n_neighbors=10; total time= 0.0s
GridSearchCV(cv=10,
estimator=Pipeline(steps=[('scl', StandardScaler()),
('clf', KNeighborsClassifier())]),
param_grid=[{'clf__n_neighbors': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}],
scoring='accuracy', verbose=100)
# Melhores parametros e scoring
print('Melhores parâmetros: %s' % gs_knn.best_params_)
print('Melhores Acurácia: %.3f' % gs_knn.best_score_)
Melhores parâmetros: {'clf__n_neighbors': 1}
Melhores Acurácia: 0.845
Depois de verificar a melhor acurácia entres os três algoritmos, foi visto que o KNN foi que teve o melhor desempenho, com isso foi o escolhido para ser utilizado em nosso modelo.
As métricas de validação são utilizadas para analisar a qualidade dos modelos de Machine Learning. Ou seja, traz a informação do desempenho do modelo em dados desconhecidos.
As métricas de validação são utilizadas para analisar a qualidade dos modelos de Machine Learning. Ou seja, traz a informação do desempenho do modelo em dados desconhecidos.
Lembre-se, nos modelos de aprendizado supervisionado o objetivo é tentar estimar (prever) uma determinada variável. Por exemplo, classificar se o empréstimo vai ser aprovado ou não.
Assim, analisando as diferentes métricas de validação dos modelos conseguimos analisar o poder preditivo do mesmo, antes de colocar em produção.
Já pensou fazer um modelo que consiga prever 99% dos dados e quando você entrega para seu superior ou cliente, o modelo não consegue acertar nada. Imagina o prejuízo financeiro da empresa e da sua reputação.
Existem diferentes métricas e algumas funcionam melhor para um determinado problema. Escolher uma boa métrica para avaliar o modelo é tão importante quanto escolher um bom modelo. Nos modelos de classificação a maioria das métricas são baseadas na matriz de confusão.
OBS: Utilizo a palavra prever para ajudar no entendimento do conceito, mas a palavra correta é estimar. Os modelos de classificação estimam uma probabilidade da observação pertencer a uma classe. Quanto mais alta essa probabilidade, maior a chance da observação pertencer aquela classe.
No código abaixo temos algumas métricas para vermos o poder preditivo do nosso modelo.
from sklearn import metrics
from sklearn.model_selection import train_test_split
X_treino, X_teste, y_treino, y_teste = train_test_split(X_train, y)
print (pd.crosstab(y_teste, gs_knn.predict(X_teste), rownames=['Real'], colnames=['Predito'], margins=True), '')
Predito 0 1 All Real 0 81 0 81 1 0 98 98 All 81 98 179
print (metrics.classification_report(y_teste,gs_knn.predict(X_teste)))
precision recall f1-score support
0 1.00 1.00 1.00 81
1 1.00 1.00 1.00 98
accuracy 1.00 179
macro avg 1.00 1.00 1.00 179
weighted avg 1.00 1.00 1.00 179
Persistir o modelo para o disco, nada mais é de tirar da memória o modelo e coloca no seu disco físico, para com isso ser utilizado da forma que você quiser, ser implemntado em um sistema de terceiros por exemplo.
# Importando a biblioteca joblid, utilizada para persistir o modelo em disco
import joblib
# Persistindo o melhor modelo em disco.
joblib.dump(gs_knn, 'model.pkl')
['model.pkl']
Lendo o modelo que está no disco.
model = joblib.load('model.pkl')
print("Atributos do Modelo:\n\nClasses:{}\nEstimator:{}".format(model.classes_,model.estimator))
Atributos do Modelo:
Classes:[0 1]
Estimator:Pipeline(steps=[('scl', StandardScaler()), ('clf', KNeighborsClassifier())])
X_train.head()
| Gender | Married | Dependents | Education | Self_Employed | ApplicantIncome | LoanAmount | |
|---|---|---|---|---|---|---|---|
| 389 | 1 | 1 | 0 | 0 | 0 | 5488 | 125.0 |
| 383 | 1 | 0 | 0 | 0 | 1 | 7167 | 128.0 |
| 265 | 1 | 0 | 0 | 0 | 0 | 4095 | 151.0 |
| 243 | 1 | 1 | 2 | 0 | 1 | 6250 | 108.0 |
| 594 | 1 | 1 | 0 | 0 | 1 | 16120 | 260.0 |
Aque estamos testando nosso modelo, passando para ele uma simulação de dados novos para vermos se ele vai aprovar ou não o empréstimo, o resultado vai ser 0 ou 1 que posteriormente pode ser tratado para o valor Y ou N como na base.
Um exemplo de utilização do modelo é ser criada uma pagina web com os campos solicitados pelo nosso modelo e retornar se foi aprovado ou não de acordo com a resposta do modelo.
teste = np.array([[1,1,3,0,0,9504,275.0]])
model.predict(teste)
array([1], dtype=int64)
O método predict_proba é utilizado para saber quais as probabilidades de classes a serem retornadas pelo modelo.
model.predict_proba(teste)
array([[0., 1.]])